SlideShare a Scribd company logo
1 of 8
Download to read offline
Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
                                                                 & 2010 ISCBFM All rights reserved 0271-678X/10 $32.00
                                                                 www.jcbfm.com

Feature Article

Functional white-laser imaging to study brain
oxygen uncoupling/recoupling in songbirds
Stephane Mottin1, Bruno Montcel2, Hugues Guillet de Chatellus3 and Stephane Ramstein1
  ´                                                                  ´
1
 CNRS; Universite de Lyon; Universite de St-Etienne, UMR5516, Saint-Etienne, France; 2Universite de Lyon;
                 ´                    ´                                                         ´
CREATIS-LRMN; CNRS UMR5220; INSERM U630; Universite Lyon 1; INSA Lyon, Villeurbanne, France; 3CNRS;
                                                            ´
         ´
Universite Joseph Fourier; Laboratoire de Spectrome´trie Physique, UMR5588, St Martin d’He
                                                                                         `res, France


    Contrary to the intense debate about brain oxygen dynamics and its uncoupling in mammals, very
    little is known in birds. In zebra finches, picosecond optical tomography with a white laser and a
    streak camera can measure in vivo oxyhemoglobin (HbO2) and deoxyhemoglobin (Hb) concentration
    changes following physiologic stimulation (familiar calls and songs). Picosecond optical tomography
    showed sufficient submicromolar sensitivity to resolve the fast changes in the hippocampus and
    auditory forebrain areas with 250 lm resolution. The time course is composed of (1) an early 2-second-
    long event with a significant decrease in Hb and HbO2 levels of À0.7 and À0.9 lmol/L, respectively,
    (2) a subsequent increase in blood oxygen availability with a plateau of HbO2 ( + 0.3 lmol/L), and
    (3) pronounced vasodilatation events immediately after the end of the stimulus. One of the findings
    of our study is the direct link between blood oxygen level-dependent signals previously published in
    birds and our results. Furthermore, the early vasoconstriction event and poststimulus ringing seem
    to be more pronounced in birds than in mammals. These results in birds, tachymetabolic vertebrates
    with a long lifespan, can potentially yield new insights, e.g., into brain aging.
    Journal of Cerebral Blood Flow & Metabolism advance online publication, 20 October 2010; doi:10.1038/jcbfm.2010.189

    Keywords: brain activation; cerebral hemodynamics; near-infrared spectroscopy; neurovascular coupling; optical
    imaging; songbirds




Introduction                                                     suppressed by hypercapnia (Steinmeier et al, 1996;
                                                                 Biswal et al, 1997; Fox and Raichle, 2007). When
Unlike other organs, the brain of mammals and birds              activation occurs, step responses are complex
is a constant energy sink, consuming energy irre-                (Kasischke et al, 2004; Niven and Laughlin, 2008;
spective of whether it is at rest or active, but on the          Petzold et al, 2008; Vanzetta and Grinvald, 2008)
other side of the coin is its low tolerance to a long list       and induce changes in blood flow and oxygen
of ‘perturbations’, such as hypoglycemia, hypoxia,               transport (Ress et al, 2009). The coupling of perfu-
hypercapnia, hyperthermia, and mitochondrial dis-                sion and oxidative metabolism in the resting brain
eases (Siesjo, 1978; Mottin et al, 2003). The coupling
            ¨                                                    has been shown to be disrupted in the first minute
between transport and metabolism allows the bal-                 after the onset of a sudden functional challenge
ance between the storage and the production of                   (Kasischke et al, 2004; Niven and Laughlin, 2008;
adenosine triphosphate, despite the very high rate               Petzold et al, 2008; Vanzetta and Grinvald, 2008).
of combustion of glucose with B5.5 dioxygen mole-                This uncoupling has also been a major problem for
cules per glucose molecule (Siesjo, 1978; Sokoloff,
                                      ¨                          the interpretation of brain imaging (Vanzetta and
2001). This steady state is an oscillatory regime that           Grinvald, 2008). To better understand the link
is poorly understood, and low frequencies have been              between tachymetabolism and this uncoupling, we
observed in various cerebral parameters reversibly               developed a method for measuring the full time
                                                                 course of oxygen transport in the higher-order
                                                                 auditory region of the telencephalon in the zebra
                                       ´
Correspondence: Dr B Montcel, Universite Lyon 1, CREATIS-LRMN,   finch, Taeniopygia guttata. The need for an im-
4 Rue V, Grignard, Villeurbanne 69616, France.                   proved understanding of the mechanisms underlying
E-mail: bruno.montcel@univ-lyon1.fr                              brain activation, especially in songbirds, has become
These experiments were supported by the Program ‘Emergence’
          ´        ˆ
                                                                 obvious (Voss et al, 2007; Boumans et al, 2007).
of the Region Rhone-Alpes and the Agence Nationale de la
Recherche.                                                       Following the growing evidence of mammalian-like
Received 21 June 2010; revised 13 September 2010; accepted 14    cognitive abilities in songbirds (Vignal et al, 2004), of
September 2010                                                   the neocortex-like functions of the avian pallium
Brain oxygen uncoupling/recoupling
                                                                               S Mottin et al
2
            (Jarvis et al, 2005; Reiner, 2005), and that of some                                neuroscience results and to measure for the first time
            peculiarities of the avian metabolism (Barja and                                    the full time course of coupling/uncoupling in small
            Herrero, 1998; Turner et al, 2005; Moe et al, 2009),                                songbirds.
            birds have become an important focus of interest
            for comparative neuroscience (Vignal et al, 2004;
            Clayton, 2007).                                                                     Materials and methods
               The reliability of optical measurements of changes                               Animals and Stimulation Protocols
            in the concentration of hemoglobin in tissues has
            been a challenge for several years (Vanzetta and                                    Adult male zebra finches (T. guttata) served as subjects
            Grinvald, 2008; Calderon-Arnulphi et al, 2009).                                     for the experiments. Bred in the aviary of the University
            Owing to its noninvasive nature, transcranial optical                               of Saint-Etienne in a 12-light/12-dark photoperiod, they
            cerebral oximetry (near infrared spectroscopy, dif-                                 received normal tutoring by adult males. Four and five
            fuse optical tomography, etc.) has become a source of                               birds were used for spectral-POT and spatial-POT, respec-
            quantitative or semiquantitative information about                                  tively. Birds were anesthetized with 2% isoflurane under
            brain oxygenation, cerebral blood flow, and volume.                                 spontaneous breathing conditions (Vignal et al, 2008).
            However, continuing technical controversies about                                      Animal preparation and the spectral-POT setup have
            signal derivation, accuracy, precision, and quantita-                               been described previously (Vignal et al, 2008). Anesthe-
            tive ability have limited the application of transcra-                              tized zebra finches with the head previously plucked
            nial optical cerebral oximetry. Clearly, transcranial                               (3 days before experiments) were fixed in a stereotaxic
            optical cerebral oximetry still needs developments.                                 frame (Stoelting Co., Wood Dale, IL, USA, adaptations for
            Recent ultrafast technological advancements have                                    birds). Body temperature was kept within a narrow range
            opened up a new promising avenue in neuroscience                                    (391C to 401C) using a feedback-controlled heating pad.
            (Gibson et al, 2006; Vignal et al, 2008; Montcel et al,                             Optical fibers were fixed into stereotaxic manipulators
            2005, 2006; Pifferi et al, 2008; Liebert et al, 2004;                               (Stoelting Co.) and placed directly on the skin. Positions of
            Selb et al, 2006).                                                                  the input optical fiber F1 providing illumination and those
               As part of our broader effort to develop a                                       of the optical fiber F2 collecting transmitted light were
            noninvasive neuro-method and to improve quantita-                                   chosen to probe the auditory regions of the telencephalon
            tive measurement of absorbing chromophores into                                     (field L, NCM (caudomedial nidopallium), and CMM
            scattering brain tissues, we worked on a time                                       (caudomedial mesopallium)). The precise anatomic locali-
            domain-based device. Using a white-light super-                                     zation of the optical fiber (Figure 1 in Ramstein et al, 2005)
            continuum or ‘white laser’ (Chin et al, 1999), we                                   and probed region (Figure 1 in Vignal et al, 2008) has been
            combined picosecond optical tomography (POT) with                                   described in previous studies. The head of the bird was
            near-infrared spectroscopy (spectral-POT) (Vignal                                   turned until the beak (rostral extremity) was perpendicular
            et al, 2008) and a new POT with contact-free spatial                                to the body plane. This position allowed us to define a
            imaging (spatial-POT). In the near-infrared spectral                                stereotaxic origin point (0, 0, 0) defined by the intersection
            window of 650 to 850 nm, the nonmonotonic                                           of the vertical plane passing through the interaural line and
            behavior of the absorption spectrum of deoxyhemo-                                   the sagittal suture (the vena cerebralis dorsocaudalis). The
            globin (Hb) provides reliable ‘molecular fingerprints’                              stereotaxic axes were chosen according to this origin point.
            (Vignal et al, 2008). Furthermore, optical signals are                              F1 was placed more rostrally on the right hemisphere than
            integrated into a selected picosecond time-of-flight                                F2. The distance between F1 and F2 was 5 mm (Figure 1).
            window specifically defined so as to probe only the                                 The chosen coordinates in millimeters were: F1 (2.0, 5.4,
            targeted deep brain structures (Vignal et al, 2008).                                À2.7) and F2 (2.0, 0.4, À0.3).
            This system allows us to monitor in vivo and                                           Animals were kept in a custom-made sound-attenuated
            quantify an evoked brain hemodynamic response                                       box (48 Â 53 Â 70 cm3) equipped with 2 fixed high-fidelity
            with submicromolar sensitivity and submillimeter                                    speakers (Triangle Comete 202, Triangle SAS, Villeneuve
            spatial resolution. The spatial-POT is different from                               Saint Germain, France). After a 1-minute baseline period,
            the classic strategy of several discrete detectors                                  each bird was subjected to a 20-second stimulus, followed
            (Gibson et al, 2006). This configuration is without                                 by 1 minute for recovery of baseline. The original auditory
            contact between the skin and detectors. The position                                signal was a random sequence of songs and calls recorded
            of this imaged segment on the head of the bird can be                               in the zebra finch aviary, normalized to the same intensity.
            controlled by eye by shining the intermediate slit                                  Among the 20 seconds of stimulus recorded, 94% repre-
            using a He-Ne laser and by checking and adjusting                                   sented songs and calls, whereas 6% represented silence.
            the position of its image on the skin. In the case of                               For each animal, 15 stimuli were used, with 9 random
            such small animals, this imaging system allows the                                  white-noise stimuli. After experiments, all animals were
            analysis of the resolution limits of POT.                                           kept in the recording room for 24 hours for physiologic
               Having developed a spectral-POT, we have pre-                                    and behavioral verifications. All experimental proce-
            viously been able to measure oxyhemoglobin (HbO2)                                   dures were approved by the University’s animal care
            and Hb changes following hypercapnia (Vignal et al,                                 committee. Statistical methods have been described previ-
            2008). We now address the task of mapping the                                       ously (Vignal et al, 2008) (multiple comparison procedure,
            acoustic field with the best possible spatial resolu-                               one-way ANOVAs (analyses of variance) for repeated
            tion to show that POT is able to reproduce classic                                  measures, Tukey–Kramer test, Statistics toolbox, Matlab,

Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
Brain oxygen uncoupling/recoupling
                                                                  S Mottin et al
                                                                                                                                                            3




Figure 1 The imaging setup based on two lenses (L4 and L1) conjugates the surface of the skull with the plane of the slit of the
streak camera. An afocal system made of two lenses (L2 and L3) is placed between the two imaging lenses. The slit (F) is placed at
the focal point of the afocal system. The position of the 5-mm-long segment on the head of the bird can be controlled by eye, by
shining a He-Ne laser through the intermediate slit and adjusting the position of its image on the skull (with mirror M). A narrow
bandwidth filter (IF) is placed just before the streak camera. The 5-mm-long segment is located 5 mm away from the white-laser
input optical fiber (F1).

The Mathworks, Natick, MA, USA). The variation of the             long segment located 5 mm apart from the fiber (Figure 1).
time-resolved transmittance spectrum was also fitted to           We put a narrow bandwidth filter (IF) (10 nm full-width
the spectra of HbO2 and Hb known in mammals by classic            half-maximum) centered at 700 nm, at which the difference
linear least-squares procedure. The same procedure was            of absorption between the two hemoglobin species was
applied to calculate variations in the concentration of           maximal. The position of the imaged segment on the head
HbO2 and Hb. These concentration variations could be              of the bird could be controlled by eye by shining the
expressed using an absolute scale (mmol) because our time-        intermediate slit with a He-Ne laser and by checking and
resolved detection system could measure the mean optical          adjusting the position of its image on the surface of the
path through the bird’s head owing to the mean arrival time       head (mirror M). The spatial resolution along the slit was
of photons (Vignal et al, 2008).                                  determined by imaging a white sheet of paper half covered
                                                                  with black ink. The image consisted in the response of the
                                                                  system to a Heaviside step and characterized the spatial
Experimental Setup of Spatial-Picosecond Optical                  resolution of the setup. Its resolution along the slit was
Tomography                                                        nearly 250 mm.
                                                                     The single shot streak camera measured the propagation
We used the same setup and the same laser fiber position as       time of the photons through tissues. All measurements
described previously (Vignal et al, 2008), with the omis-         were carefully corrected from shading effects. Each
sion of the polychromator and with an imaging system              measurement consisted in a frame integrating 33 laser
between the head of the animal and the streak camera              pulses. The 5-mm-long segment (of 150 mm thickness) was
(Hamamatsu Streakscope C4334, Hamamatsu, Bridgewater,             imaged onto the slit of the streak camera and at the end,
NJ, USA). The imaging setup based on two lenses (L4 and           transformed to 640 pixels. The 2.1-nanosecond deflection
L1) (100 mm focal length) optically conjugated the surface        time was converted to 480 pixels. The temporal resolution
of the skull with the plane of the entrance slit of the streak    of the system was set by the temporal width of the trace
camera (Figure 1). An afocal system composed of two               on the CCD camera of a femtosecond pulse. Instrument
lenses (L2 and L3) (100 mm focal) was placed between the          response function was obtained by directly sending a
two imaging lenses, and a slit (F) was put at the focal point     leaking of a femtosecond laser pulse. Owing to the jitter
of the afocal system. This slit was optically conjugated          (with 33 laser pulses), the resolution was 25 picoseconds
with the entrance slit of the streak camera, resulting in a       (6 pixels).
great simplification of the alignment procedure and in the           An advantage of this setup comes from the possibility of
possibility of controlling the intensity of the light by          contact-free measurements. The versatility of the optical
narrowing the slit as well. The magnification of the setup        design we implemented has another interesting advantage
was 1. Intrinsic filtering properties of the imaging setup        in terms of imaging. In the near future, by simply tilting
enabled to collect only the photons emerging from a 5 mm-         the M mirror, we will sweep the imaging segment. This

                                                                                                       Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
Brain oxygen uncoupling/recoupling
                                                                                                   S Mottin et al
4
            possibility is way more flexible than fiber bundles and                                                              transmittance were equivalent for spatial-POT and
            leads to a narrower spatial resolution, not limited by the                                                           spectral-POT. The maximum change in transmit-
            diameter of the optical fibers, but only by the numerical                                                            tance induced by the auditory stimulus was 1.03. To
            aperture and the properties of the optical setup.                                                                    establish a calibrated functional technique, acoustic
                                                                                                                                 response experiments were carried out under the
                                                                                                                                 same conditions as the 7% normoxic hypercapnic
            Results                                                                                                              experiments (Vignal et al, 2008). The functional
                                                                                                                                 signal under these conditions was found to be
            Figure 2 shows the full time courses of picosecond                                                                   equivalent to 10% of the hypercapnic changes
            time-resolved transmittance measured by spectral-                                                                    (Vignal et al, 2008). Our results showed that the
            POT (Figure 2A) and by spatial-POT (Figure 2B). The                                                                  dynamics of these physiologic changes required at
            shape of the time courses and the level of variation of                                                              least a 2-second time resolution (Figures 2 and 3).
                                                                                                                                 Significant Hb and HbO2 changes were obtained
                                                                                                                                 by linear unmixing (Vignal et al, 2008) and were
             840                                                                                                                 analyzed with a 0.667-second time resolution. Dur-
                                                                                                                                 ing the 2 seconds following the onset of acoustic
                                                                                                                                 stimuli, Hb and HbO2 levels significantly decreased
                                                                                                                                 to À0.7 and À0.9 mmol/L, respectively (Figure 3). The
                                                                                                                                 HbO2 level then increased significantly (during
             Wavelength (nm)




                                                                                                                 Transmittance   12.4 seconds, 100 concentration measurements) to
                                                                                                                                 reach a plateau of 0.3 mmol/L (P = 0.015 when
                                                                                                                                 compared with the 100 concentrations preceding
                                                                                                                                 the stimulus). Immediately after the end of the
                                                                                                                                 stimulus, Hb and HbO2 pulses reached + 0.7 mmol/L.
                                                                                                                                    Changes were significantly localized (Figures 2B
                                                                                                                                 and 4A) above the auditory forebrain areas (such as
                                                                                                                                 the NCM, field L, CMM). A small contribution could
                                                                                                                                 have derived from the hippocampus (dorsal and
             672
                                     0        silence    20   stimulus   40        silence       60
                                                              Time (s)                                                                                                                            *
                                                                                                                                                       1                                                 **
                                                                                                                                                                                                         **
                                                                                                                                                                                                 *
                                                                                                                                                                                              ** * *          *   *
                                                                                                                                  Hb (microMole/L)
                       Left




                                     -1
                                                                                                                                                       0
                                                                                                          Transmittance
                       Length (mm)




                                     0
                                                                                                                                                                          ***
                                                                                                                                                       -1
                                                                                                                                                                Silence          Stimulus             Silence
                                     1                                                                                                                      0             20                40                    60
                                                                                                                                                                               Time (s)
                                     2
                                                                                                                                                                                             **         *
                       Right




                                                                                                                                  HbO2 (microMole/L)




                                                                                                                                                       1
                                     3
                                          0    silence   20 stimulus 40        silence      60                                                         0
                                                              Time (s)
            Figure 2 Time course of the picosecond time-resolved transmit-                                                                             -1
                                                                                                                                                                           *
            tance. (A) The full time course of the picosecond time-resolved                                                                                                 *
            transmittance spectra was measured by spectral-POT. The
            near-infrared spectral window is 668 to 844.4 nm, with                                                               Figure 3 Hb and HbO2 concentration changes. (A) Hb and (B)
            20 spectral windows of 8.83 nm. (B) The time course of the                                                           HbO2 concentration changes obtained by linear unmixing of the
            picosecond time-resolved transmittance for 20 spatial regions                                                        picosecond time-resolved transmittance spectra. Each point is
            of 0.25 mm was imaged by spatial-POT. The 695 to 705 nm                                                              an average of five concentrations along the time axis, allowing a
            spectral window was used for spatial-POT. Each point of                                                              time resolution of 0.667 seconds. Bars corresponds to P = 0.05
            measurement corresponds to 33 milliseconds. For illustration                                                         for multiple comparisons (one-way ANOVAs for repeated
            purposes, these results were filtered to get rid of high-frequency                                                   measures) between periods. The limits of significance of Hb
            noise, using a Chebyshev window only along the time axis,                                                            and HbO2 are 0.42 and 0.75 mmol/L, respectively. The asterisk
            1 second for spectral-POT and 2 seconds for spatial-POT.                                                             (*) indicates significant difference (P < 0.05) from the detection
            The 0-mm position corresponds to the sagittal midline. POT,                                                          limit. ANOVA, analysis of variance; Hb, deoxyhemoglobin;
            picosecond optical tomography.                                                                                       HbO2, oxyhemoglobin.

Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
Brain oxygen uncoupling/recoupling
                                                                              S Mottin et al
                                                                                                                                                                                  5
                 1.02                                                                                                    *
                                                                §                                                              **
                                                            §
                                        §                                                      1.01
                                                                                                  1




                                                                         ns
                 1.01
                                                                                               0.99




                                                       ns



                                                                    ns
                        ns




                             ns
                             ns
 Transmittance




                                                  ns
                                                                                                                                                   *       *
                   1
                                                                                               1.01
                                  # # #                         #                                 1




                                                                               Transmittance
                                                                                               0.99
                 0.99                                                                                                                                      *
                                                                                                                                                   * *         * *   *
                                                                                                                    * *        *          *
                                                                                               1.01
                 0.98                                                                             1
                        3         1.5              0                -1.5
                                                                                               0.99
                                        Length (mm)
                                                                                                                                                       *        *
Figure 4 Spatial-POT transmittance changes. Spatial-POT
averaged 20-second-long transmittance changes for (A) the                                      1.01
stimulus (20 to 40 seconds) period and for (B) the poststimulus                                   1
(40 to 60 seconds) period. The transmittance of the rest period                                0.99
(on 0 to 20 seconds) is normalized to 1 in all regions. Bars                                                                                       *
corresponds to P = 0.01 for multiple comparisons (one-way                                                                                              * * * * * *
ANOVAs for repeated measures) between the rest period and the                                             Silence             Stimulus                   Silence
two respective periods. Points without the NS (nonsignificant)                                        0             20                        40                         60
symbol indicate areas with significant changes when compared                                                                  Time (s)
with the rest period (P < 0.01). The symbols for stimulus period
                                                                              Figure 5 Time course of spatial-POT transmittance. Time course
and for the poststimulus period are y and # (P < 0.01) for the
                                                                              of transmittance measured by spatial-POT at four positions
left hemisphere and right hemisphere, respectively, compared
                                                                              (A: left hemisphere, position À1.25 mm; B: sagittal midline,
with more lateral positions (2.75 to 3 mm). The position 0 mm
                                                                              position 0 mm; C: right hemisphere, position + 1.25 mm; and
corresponds to the sagittal midline and positions (0.25 to
                                                                              D: right hemisphere position + 1.75 mm). Each bar (P = 0.01)
1.25 mm and À0.25 to À1.25 mm) to the auditory-hippocam-
                                                                              allows multiple comparisons (one-way ANOVAs for repeated
pal areas. ANOVA, analysis of variance; POT, picosecond optical
                                                                              measures) between the prestimulus period and the two others
tomography.
                                                                              periods (the symbol * indicates P < 0.01). ANOVA, analysis of
                                                                              variance; POT, picosecond optical tomography.


posterior areas) (Vignal et al, 2008). Furthermore,                           other methods (Clayton, 2007; Voss et al, 2007;
there was a significant bilateral increase in transmit-                       Poirier et al, 2009). In addition to bilateral responses
tance (Figure 4A) when compared with more lateral                             in these areas, lateralized activation has been
positions (2.75 and 3 mm). During the poststimulus                            suggested to take place (Voss et al, 2007; Poirier
period (Figure 4B), all areas showed significant                              et al, 2009). With our less specific stimulation para-
decreases in transmittance when compared with                                 digm, we obtained a bilateral response without
the rest period. These results show that recoupling                           lateralization (Figures 2B and 4). Unlike electrophy-
was less localized than uncoupling. Compared with                             siology and immediate early gene expression, func-
more lateral positions and within the stimulation                             tional magnetic resonance imaging and POT measure
period, a significant bilateral increase was observed.                        blood dynamics in relation to the activity of large
In contrast, a significant bilateral decrease was                             clusters of cells. In birds, links between blood
observed within the poststimulus period. Further-                             oxygen level-dependent (BOLD), hemodynamics,
more, the number of Hb and HbO2 pulses was less                               and neuronal activation was not previously known
high for the auditory-hippocampal areas (0.25 to                              (Boumans et al, 2007; Voss et al, 2007; Vignal et al,
1.25 mm and À0.25 to À1.25 mm, respectively) than                             2008). By choosing anesthetic conditions, sequences
for the more lateral positions, showing that recou-                           of stimuli and spatiotemporal parameters similar to
pling was faster in these areas (Figures 2B and 5).                           other published BOLD experiments (Table 1), we
                                                                              sought to establish a robust correlation between the
                                                                              BOLD signal and changes in Hb and HbO2 concen-
Discussion                                                                    trations.
                                                                                 The diffuse optical method has the potential to
Our study shows for the first time the changes of                             differentiate hemoglobin dynamics; however, they
blood oxygen in a small songbird during stimulation                           have limited spatial resolution. Conversely, BOLD
in vivo. The most intense responses to similar stimuli                        functional magnetic resonance imaging has achieved
have been observed in the NCM and field L, using                              high spatial resolution but is more susceptible to

                                                                                                                             Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
Brain oxygen uncoupling/recoupling
                                                                                                S Mottin et al
6
            Table 1 Comparisons between BOLD spatiotemporal parameters and POT parameters
                                                           Male zebra finch             Male zebra finch                           Male starling                      Male zebra
                                                           (Voss et al, 2007)           (Boumans et al, 2007)                      (Van Meir et al, 2005)             finch (POT)

            Time resolution                                4 seconds                    Between 3 and                              5 seconds                          0.033 seconds for DTr
                                                                                        6 seconds                                                                     0.666 seconds for DC
            Time stimulus paradigm                         32 seconds                   40 seconds                                 30 seconds ON–30 seconds OFF       20 seconds
                                                           ON–32 seconds OFF            ON–40 seconds OFF                          and 60 seconds ON–60 seconds OFF   ON–60 seconds OFF
            Thickness of slice                             1 mm                         0.5 mm                                     0.7–0.8 mm                         0.25 mm
            Number of slices                               8 sagittal slices            1 Tilted coronal slice                     2 sagittal slices                  20 sagittal slices

            BOLD, blood oxygen level dependent; POT, picosecond optical tomography.
            BOLD spatiotemporal parameters in male zebra finches (Voss et al, 2007; Boumans et al, 2007) and male starlings (Van Meir et al, 2005) are shown. For POT
            parameters (DTr, transmittance changes; DC, concentration changes of hemoglobin), the thickness of the ‘diffuse slice’ is measured at the surface of the scalp.



                               1 Mole/L                                                                                        hematological features of tachymetabolic vertebrates
                                                                                                                               appear to have converged to an equivalent oxygen
                                                                                                                               supply. In mammals, the coupling of blood trans-
             HbO2 Concentration changes
             -(Hb) Concentration changes




                                                                                                                               port and cerebral metabolic rates in physiologically
                                                            o          o                                 BOLD Signal Changes   active brain states has been the subject of debate,
                                                       o          o        o                                                   and different theoretical models for it have been
                                                                                     o o
                                                                                                                               proposed (Banaji et al, 2008; Ress et al, 2009). In
                                           0
                                                                                                                               humans, contrary to the ‘canonical hemodynamic
                                               o                                                                               response function’ (used by software packages,
                                                   o                                                                           i.e., SPM; http://www.fil.ion.ucl.ac.uk/spm), BOLD
                                                                                                                               responses reveal several disparities (Aguirre et al,
                                                                                                                               1998), and some authors (Vanzetta and Grinvald,
                                                                                                                               2008; Ress et al, 2009) suggest that the differences
                           -1 Mole/L                                                                                           between BOLD responses are related to differences in
                                                       Stimulus                  Silence                                       the properties of blood vessel networks between
                                                                                                                               mammals. Despite these differences, the BOLD over-
            Figure 6 Typical time course of BOLD signal (dashed line) in
            zebra finches is compared with the time course of HbO2 (curve                                                      shoot is always observed in the sensory systems of
            with the symbol ‘o’) and Hb concentration changes measured by                                                      tachymetabolic vertebrates. Nevertheless, in the
            POT in the caudal-medial areas. Minus Hb (ÀHb) concentration                                                       zebra finch, transient events seem to be more
            is shown for better comparison with the BOLD signal. BOLD,                                                         pronounced than in comparable small rodents,
            blood oxygen level dependent; HbO2, oxyhemoglobin; POT,                                                            perhaps because of differences in blood vessel
            picosecond optical tomography.                                                                                     networks.
                                                                                                                                  The biphasic changes in HbO2 (early decrease and
                                                                                                                               increase) measured by POT reveal a temporal pattern
            limited ability to monitor hemoglobin dynamics. The                                                                similar to the biphasic response of tissue oxygen
            BOLD time courses exhibit a sharp increase and                                                                     (decrease and increase) in the auditory cortex
            an overshoot at the beginning of the stimulus and                                                                  (Masamoto et al, 2003) and to the biphasic response
            an undershoot during the poststimulus period. The                                                                  (initial constriction followed by dilation) of isolated
            BOLD undershoot reveals two oscillations that have                                                                 penetrating cerebral arterioles following an elevation
            not been discussed previously, and these poststimu-                                                                of K + or adenosine triphosphate (Dietrich et al,
            lus BOLD pulses are more pronounced in field L than                                                                2009). For the poststimulus period, recoupling seems
            in the NCM (Voss et al, 2007; Boumans et al, 2007).                                                                to be more complex than expected because (1) HbO2
            As known in mammals, we showed (Figure 6) that in                                                                  and Hb pulses were less localized than during
            birds there was a direct link between the BOLD                                                                     activation (Figure 2B), (2) the recoupling of the
            signal and minus Hb (ÀHb). However, ÀHb exhibited                                                                  activated auditory regions was faster than for other
            a faster response to changes in stimulus (Figure 6),                                                               regions (Figure 5), and (3) the early HbO2 pulse
            suggesting that the BOLD signal is a more ‘convo-                                                                  arrived before the Hb pulse (Figure 3). Therefore,
            luted response’ to hemodynamic than ÀHb.                                                                           BOLD and POT recoupling pulses in birds seem to be
              Birds and mammals have well-pronounced pial                                                                      more spatiotemporally structured than nonlinear
            arterial ramifications (Mc Hedlishvili and Kuridze,                                                                ‘passive elastic sloshing’, as expected (Ress et al,
            1984). Birds have (1) bigger red blood cells by a factor                                                           2009).
            of 3 and a far larger capillary diameter, (2) less red                                                                We imaged the sinus sagittalis superior (position
            blood cells per volume of blood by a factor of 1/3,                                                                0 mm in Figure 2B), and no significant changes were
            and (3) a hemoglobin concentration in red blood                                                                    observed during the activation period. However, this
            cells comparable with that of small rodents (Altman                                                                result should be considered carefully because distin-
            and Dittmer, 1971). The pial angioarchitecture and                                                                 guishing arterial, capillary, and venous compartments

Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
Brain oxygen uncoupling/recoupling
                                                            S Mottin et al
                                                                                                                                                      7
is not straightforward in optical neuroimaging (Hillman        fluctuations in the human motor cortex during rest
et al, 2007).                                                  using echo-planar MRI. J Cereb Blood Flow Metab 17:
   Systems with a low ratio of energy storage to               301–8
energy consumption, end products, and heat genera-          Boumans T, Theunissen FE, Poirier C, Van Der Linden A
                                                               (2007) Neural representation of spectral and temporal
tion have to respond ‘instantaneously’ to activation.
                                                               features of song in the auditory forebrain. Eur J Neurosci
The understanding of the time course of uncoupling/            26:2613–26
recoupling and spontaneous oscillations (Steinmeier         Calderon-Arnulphi M, Alaraj A, Slavin KV (2009) Near
et al, 1996; Biswal et al, 1997; Fox and Raichle, 2007;        infrared technology in neuroscience: past, present and
Ress et al, 2009) emphasize the role of nonisochoric           future. Neurol Res 31:605–14
processes in this response. Despite the constraints         Chin SL, Petit S, Borne F, Miyazaki K (1999) The white
of an instantaneous response, the sensory systems              light supercontinuum is indeed an ultrafast white light
of all tachymetabolic animals seem to be robust                laser. Jpn J Appl Phys Part 2 Letters 38:L126–8
when faced with the ordinary perturbations they             Clayton CF (2007) Molecular neurobiology of bird song. In:
were designed to handle, but fragile when faced                Handbook of Neurochemistry and Molecular Neurobiol-
                                                               ogy (Lajtha A, ed), US: Springer, 373–417
with unexpected or strong perturbations (Niven and          Dietrich HH, Horiuchi T, Chuanxi X, Hongo K, Falck JR,
Laughlin, 2008). Our approach shows the occurrence             Dacey RG (2009) Mechanism of ATP-induced local and
of strong reactivity in the cerebral vessels of the bird,      conducted vasomotor responses in isolated rat cerebral
an animal with a long lifespan (Barja and Herrero,             penetrating arterioles. J Vasc Res 46:253–64
1998; Moe et al, 2009). Several studies (Mitschelen         Fox MD, Raichle ME (2007) Spontaneous fluctuations in
et al, 2009) indicate that age-related changes in              brain activity observed with functional magnetic reso-
vascular reactivity are important contributing factors         nance imaging. Nat Rev Neurosci 8:700–11
to mild cognitive impairment in aging mammals.              Gibson AP, Austin T, Everdell NL, Schweiger M, Arridge
Contrary to the accepted dogma, the role of oxidative          SR, Meek JH, Wyatt JS, Delpy DT, Hebden JC (2006)
stress as a determinant of longevity is still open to          Three-dimensional whole-head optical passive motor
                                                               evoked responses in the tomography of neonate. Neuro-
question (Mitschelen et al, 2009; Moe et al, 2009).            image 30:521–8
Our results could thus shed light on this crucial           Hillman EMC, Devor A, Bouchard MB, Dunn AK, Krauss
question, i.e., the link between brain aging and               GW, Skoch J, Bacskai BJ, Dale AM, Boas DA (2007)
vascular reactivity.                                           Depth-resolved optical imaging and microscopy of
                                                               vascular compartment dynamics during somatosensory
                                                               stimulation. Neuroimage 35:89–104
                                                            Jarvis ED, Gunturkun O, Bruce L, Csillag A, Karten H,
                                                                          ¨ ¨ ¨
Acknowledgements                                               Kuenzel W, Medina L, Paxinos G, Perkel DJ, Shimizu T,
The authors thank Clementine Vignal and Nicolas                Striedter G, Wild JM, Ball GF, Dugas-Ford J, Durand SE,
Mathevon for their technical participation and                 Hough SE, Husband S, Kubikova L, Lee DW, Mello CV,
                                                               Powers A, Siang C, Smulders TV, Wada K, White SA,
bioacoustic data. The authors also thank Colette               Yamamoto K, Yu J, Reiner A, Butler AB (2005) Avian
Bouchut, Sabine Palle, and Pierre Laporte for                  brains and a new understanding of vertebrate brain
their help.                                                    evolution. Nat Rev Neurosci 6:151–9
                                                            Kasischke KA, Vishwasrao HD, Fisher PJ, Zipfel WR, Webb
                                                               WW (2004) Neural activity triggers neuronal oxidative
Disclosure/conflict of interest                                metabolism followed by astrocytic glycolysis. Science
                                                               305:99–103
The authors declare no conflict of interest.                Liebert A, Wabnitz H, Steinbrink J, Obrig H, Moller M,
                                                                                                                 ¨
                                                               Macdonald R, Villringer A, Rinneberg H (2004) Time-
                                                               resolved multidistance near-infrared spectroscopy of
References                                                     the adult head: intracerebral and extracerebral absorp-
                                                               tion changes from moments of distribution of times of
Aguirre GK, Zarahn E, D’Esposito M (1998) The variability      flight of photons. Appl Opt 43:3037–47
   of human, BOLD hemodynamic responses. Neuroimage         Masamoto K, Omura T, Takizawa N, Kobayashi H, Katura T,
   8:360–9                                                     Maki A, Kawaguchi H, Tanishita K (2003) Biphasic
Altman PL, Dittmer DS (1971) Respiration and Circulation.      changes in tissue partial pressure of oxygen closely
   Bethesda, MD: Federation of American Societies of           related to localized neural activity in guinea pig
   Experimental Biology, 149–52                                auditory cortex. J Cereb Blood Flow Metab 23:1075–84
Banaji M, Mallet A, Elwell CE, Nicholls P, Cooper CE        Mc Hedlishvili G, Kuridze N (1984) The modular organiza-
   (2008) A model of brain circulation and metabolism:         tion of the pial arterial system in phylogeny. J Cereb
   NIRS signal changes during physiological challenges.        Blood Flow Metab 4:391–6
   PLoS Comput Biol 4:e1000212                              Mitschelen M, Garteiser P, Carnes BA, Farley JA, Doblas S,
Barja G, Herrero A (1998) Localization at complex I and        Demoe JH, Warrington JP, Yan H, Nicolle MM, Towner
   mechanism of the higher free radical production of          R, Sonntag WE (2009) Basal and hypercapnia-altered
   brain nonsynaptic mitochondria in the short-lived rat       cerebrovascular perfusion predict mild cognitive im-
   than in the longevous pigeon. J Bioenerg Biomembr           pairment in aging rodents: an MRI study using fair and
   30:235–43                                                   bold imaging. Neuroscience 164:918–28
Biswal B, Hudetz AG, Yetkin FZ, Haughton VM, Hyde JS        Moe B, Ronning B, Verhulst S, Bech C (2009) Metabolic
   (1997) Hypercapnia reversibly suppresses low-frequency      ageing in individual zebra finches. Biol Lett 5:86–9

                                                                                                 Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
Brain oxygen uncoupling/recoupling
                                                                               S Mottin et al
8
            Montcel B, Chabrier R, Poulet P (2005) Detection of cortical                        Siesjo BK (1978) Brain Energy Metabolism. Chichester, NY:
                                                                                                      ¨
               activation using time-resolved diffuse optical methods.                             J. Wiley&Sons
               Appl Opt 44:1942–7                                                               Sokoloff L (2001) Historical review and developments
            Montcel B, Chabrier R, Poulet P (2006) Time-resolved                                   in the field of cerebral blood volume and metabolism.
               absorption and haemoglobin concentration difference                                 In: Ischemic Blood Flow in the Brain (Fukuuchi Y,
               maps: a method to retrieve depth-related information on                             Tomita M, Koto A, eds), Tokyo, Japan: Springer, 3
               cerebral hemodynamics. Opt Express 14:12271–87                                   Steinmeier R, Bauhuf C, Hubner U, Bauer RD, Fahlbusch R,
                                                                                                                           ¨
            Mottin S, Laporte P, Cespuglio R (2003) Inhibition of                                  Laumer R, Bondar I (1996) Slow rhythmic oscillations of
               NADH oxidation by chloramphenicol in the freely                                     blood pressure, intracranial pressure, microcirculation,
               moving rat measured by picosecond time-resolved                                     and cerebral oxygenation—dynamic interrelation and
               emission spectroscopy. J Neurochem 84:633–42                                        time course in humans. Stroke 27:2236–43
            Niven JE, Laughlin SB (2008) Energy limitation as a                                 Turner N, Else PL, Hulbert AJ (2005) An allometric
               selective pressure on the evolution of sensory systems.                             comparison of microsomal membrane lipid composition
               J Exp Biol 211:1792–804                                                             and sodium pump molecular activity in the brain of
            Petzold GC, Albeanu DF, Sato TF, Murthy VN (2008)                                      mammals and birds. J Exp Biol 208:371–81
               Coupling of neural activity to blood flow in olfactory                           Van Meir V, Boumans T, De Groof G, Van Audekerke J,
               glomeruli is mediated by astrocytic pathways. Neuron                                Smolders A, Scheunders P, Sijbers J, Verhoye M,
               58:897–910                                                                          Balthazart J, Van der Linden A (2005) Spatiotemporal
            Pifferi A, Torricelli A, Spinelli L, Contini D, Cubeddu R,                             properties of the BOLD response in the songbirds’
               Martelli F, Zaccanti G, Tosi A, Dalla Mora A, Zappa F,                              auditory circuit during a variety of listening tasks.
               Cova S (2008) Time-resolved diffuse reflectance using                               Neuroimage 25:1242–55
               small source-detector separation and fast single-photon                          Vanzetta I, Grinvald A (2008) Coupling between neuronal
               gating. Phys Rew Lett 100:138101                                                    activity and microcirculation: implications for func-
            Poirier C, Boumans T, Verhoye M, Balthazart J,                                         tional brain imaging. HFSP J 2:79–98
               Van der Linden A (2009) Own-song recognition in the                              Vignal C, Boumans T, Montcel B, Ramstein S, Verhoye M,
               songbird auditory pathway: selectivity and lateraliza-                              Van Audekerke J, Mathevon N, Van der Linden A,
               tion. J Neurosci 29:2252–8                                                          Mottin S (2008) Measuring brain hemodynamic changes
            Ramstein S, Vignal C, Mathevon N, Mottin S (2005) In vivo                              in a songbird: responses to hypercapnia measured with
               and noninvasive measurement of a songbird head’s                                    functional MRI and near-infrared spectroscopy. Phys
               optical properties. Appl Opt 44:6197–204                                            Med Biol 53:2457–70
            Reiner A (2005) A new avian brain nomenclature: why,                                Vignal C, Mathevon N, Mottin S (2004) Audience drives
               how and what. Brain Res Bull 66:317–31                                              male songbird response to partner’s voice. Nature
            Ress D, Thompson JK, Rokers B, Khan RK, Huk AC (2009)                                  430:448–51
               A model for transient oxygen delivery in cerebral cortex.                        Voss HU, Tabelow K, Polzehl J, Tchernichovski O, Maul KK,
               Front Neuroenergetics 1:3                                                           Salgado-Commissariat D, Ballon D, Helekar SA (2007)
            Selb J, Joseph DK, Boas DA (2006) Time-gated optical                                   Functional MRI of the zebra finch brain during song
               system for depth-resolved functional brain imaging.                                 stimulation suggests a lateralized response topography.
               J Biomed Opt 11:044008                                                              Proc Natl Acad Sci USA 104:10667–72




Journal of Cerebral Blood Flow & Metabolism (2010), 1–8

More Related Content

What's hot

Heraud 2009 Neuro Image
Heraud 2009  Neuro ImageHeraud 2009  Neuro Image
Heraud 2009 Neuro Imageuvperson
 
Gerstner et al J Neurosci 2012
Gerstner et al J Neurosci 2012Gerstner et al J Neurosci 2012
Gerstner et al J Neurosci 2012jrgerstn
 
Katoh_et_al-2015-Brain_and_Behavior
Katoh_et_al-2015-Brain_and_BehaviorKatoh_et_al-2015-Brain_and_Behavior
Katoh_et_al-2015-Brain_and_BehaviorRhea Kimpo
 
Neuropsychopharmacology 2015 dissociation of the role of infralimbic cortex...
Neuropsychopharmacology 2015   dissociation of the role of infralimbic cortex...Neuropsychopharmacology 2015   dissociation of the role of infralimbic cortex...
Neuropsychopharmacology 2015 dissociation of the role of infralimbic cortex...Walaa Awad
 
MRI Atlas ISBN 978-3-525-40424-9
MRI Atlas ISBN 978-3-525-40424-9 MRI Atlas ISBN 978-3-525-40424-9
MRI Atlas ISBN 978-3-525-40424-9 Ich
 
Kouvaros S. et al (2015). Hippocampal sharp waves and ripples. Effects of agi...
Kouvaros S. et al (2015). Hippocampal sharp waves and ripples. Effects of agi...Kouvaros S. et al (2015). Hippocampal sharp waves and ripples. Effects of agi...
Kouvaros S. et al (2015). Hippocampal sharp waves and ripples. Effects of agi...Stylianos Kouvaros
 
Kouvaros S and Papatheodoropoulos C, (2016). Major dorsoventral differences i...
Kouvaros S and Papatheodoropoulos C, (2016). Major dorsoventral differences i...Kouvaros S and Papatheodoropoulos C, (2016). Major dorsoventral differences i...
Kouvaros S and Papatheodoropoulos C, (2016). Major dorsoventral differences i...Stylianos Kouvaros
 
Single-Cell Electrophysiology and 2-Photon Imaging in Awake Mice with 2D-Loco...
Single-Cell Electrophysiology and 2-Photon Imaging in Awake Mice with 2D-Loco...Single-Cell Electrophysiology and 2-Photon Imaging in Awake Mice with 2D-Loco...
Single-Cell Electrophysiology and 2-Photon Imaging in Awake Mice with 2D-Loco...InsideScientific
 
Making Optical and Electrophysiological Measurements in the Brain of Head-Fix...
Making Optical and Electrophysiological Measurements in the Brain of Head-Fix...Making Optical and Electrophysiological Measurements in the Brain of Head-Fix...
Making Optical and Electrophysiological Measurements in the Brain of Head-Fix...InsideScientific
 
What happens to_your_brain_on_the_way_to_mars
What happens to_your_brain_on_the_way_to_marsWhat happens to_your_brain_on_the_way_to_mars
What happens to_your_brain_on_the_way_to_marsSérgio Sacani
 
Endocytosis and Endosome Trafficking: Roles in Coronavirus Uptake and Cell Si...
Endocytosis and Endosome Trafficking: Roles in Coronavirus Uptake and Cell Si...Endocytosis and Endosome Trafficking: Roles in Coronavirus Uptake and Cell Si...
Endocytosis and Endosome Trafficking: Roles in Coronavirus Uptake and Cell Si...InsideScientific
 
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...InsideScientific
 
Spike sorting: What is it? Why do we need it? Where does it come from? How is...
Spike sorting: What is it? Why do we need it? Where does it come from? How is...Spike sorting: What is it? Why do we need it? Where does it come from? How is...
Spike sorting: What is it? Why do we need it? Where does it come from? How is...NeuroMat
 
An update of wallace´s zoogeographic regions of the world
An update of wallace´s zoogeographic regions of the worldAn update of wallace´s zoogeographic regions of the world
An update of wallace´s zoogeographic regions of the worldCarlos Sáenz
 
The Brain as a Whole: Executive Neurons and Sustaining Homeostatic Glia
The Brain as a Whole: Executive Neurons and Sustaining Homeostatic GliaThe Brain as a Whole: Executive Neurons and Sustaining Homeostatic Glia
The Brain as a Whole: Executive Neurons and Sustaining Homeostatic GliaInsideScientific
 
SuperArgus PET/CT: Advanced Pre-Clinical Imaging for Small to Medium Animals
SuperArgus PET/CT: Advanced Pre-Clinical Imaging for Small to Medium AnimalsSuperArgus PET/CT: Advanced Pre-Clinical Imaging for Small to Medium Animals
SuperArgus PET/CT: Advanced Pre-Clinical Imaging for Small to Medium AnimalsInsideScientific
 
Ann decussatio pyramid and optical chiasm as an interesting example of evolut...
Ann decussatio pyramid and optical chiasm as an interesting example of evolut...Ann decussatio pyramid and optical chiasm as an interesting example of evolut...
Ann decussatio pyramid and optical chiasm as an interesting example of evolut...M. Luisetto Pharm.D.Spec. Pharmacology
 

What's hot (20)

Heraud 2009 Neuro Image
Heraud 2009  Neuro ImageHeraud 2009  Neuro Image
Heraud 2009 Neuro Image
 
Gerstner et al J Neurosci 2012
Gerstner et al J Neurosci 2012Gerstner et al J Neurosci 2012
Gerstner et al J Neurosci 2012
 
Katoh_et_al-2015-Brain_and_Behavior
Katoh_et_al-2015-Brain_and_BehaviorKatoh_et_al-2015-Brain_and_Behavior
Katoh_et_al-2015-Brain_and_Behavior
 
App ca1 paula
App ca1 paulaApp ca1 paula
App ca1 paula
 
Neuropsychopharmacology 2015 dissociation of the role of infralimbic cortex...
Neuropsychopharmacology 2015   dissociation of the role of infralimbic cortex...Neuropsychopharmacology 2015   dissociation of the role of infralimbic cortex...
Neuropsychopharmacology 2015 dissociation of the role of infralimbic cortex...
 
MRI Atlas ISBN 978-3-525-40424-9
MRI Atlas ISBN 978-3-525-40424-9 MRI Atlas ISBN 978-3-525-40424-9
MRI Atlas ISBN 978-3-525-40424-9
 
Kouvaros S. et al (2015). Hippocampal sharp waves and ripples. Effects of agi...
Kouvaros S. et al (2015). Hippocampal sharp waves and ripples. Effects of agi...Kouvaros S. et al (2015). Hippocampal sharp waves and ripples. Effects of agi...
Kouvaros S. et al (2015). Hippocampal sharp waves and ripples. Effects of agi...
 
Kouvaros S and Papatheodoropoulos C, (2016). Major dorsoventral differences i...
Kouvaros S and Papatheodoropoulos C, (2016). Major dorsoventral differences i...Kouvaros S and Papatheodoropoulos C, (2016). Major dorsoventral differences i...
Kouvaros S and Papatheodoropoulos C, (2016). Major dorsoventral differences i...
 
My papers
My papersMy papers
My papers
 
Single-Cell Electrophysiology and 2-Photon Imaging in Awake Mice with 2D-Loco...
Single-Cell Electrophysiology and 2-Photon Imaging in Awake Mice with 2D-Loco...Single-Cell Electrophysiology and 2-Photon Imaging in Awake Mice with 2D-Loco...
Single-Cell Electrophysiology and 2-Photon Imaging in Awake Mice with 2D-Loco...
 
Making Optical and Electrophysiological Measurements in the Brain of Head-Fix...
Making Optical and Electrophysiological Measurements in the Brain of Head-Fix...Making Optical and Electrophysiological Measurements in the Brain of Head-Fix...
Making Optical and Electrophysiological Measurements in the Brain of Head-Fix...
 
What happens to_your_brain_on_the_way_to_mars
What happens to_your_brain_on_the_way_to_marsWhat happens to_your_brain_on_the_way_to_mars
What happens to_your_brain_on_the_way_to_mars
 
Grunewald
GrunewaldGrunewald
Grunewald
 
Endocytosis and Endosome Trafficking: Roles in Coronavirus Uptake and Cell Si...
Endocytosis and Endosome Trafficking: Roles in Coronavirus Uptake and Cell Si...Endocytosis and Endosome Trafficking: Roles in Coronavirus Uptake and Cell Si...
Endocytosis and Endosome Trafficking: Roles in Coronavirus Uptake and Cell Si...
 
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
 
Spike sorting: What is it? Why do we need it? Where does it come from? How is...
Spike sorting: What is it? Why do we need it? Where does it come from? How is...Spike sorting: What is it? Why do we need it? Where does it come from? How is...
Spike sorting: What is it? Why do we need it? Where does it come from? How is...
 
An update of wallace´s zoogeographic regions of the world
An update of wallace´s zoogeographic regions of the worldAn update of wallace´s zoogeographic regions of the world
An update of wallace´s zoogeographic regions of the world
 
The Brain as a Whole: Executive Neurons and Sustaining Homeostatic Glia
The Brain as a Whole: Executive Neurons and Sustaining Homeostatic GliaThe Brain as a Whole: Executive Neurons and Sustaining Homeostatic Glia
The Brain as a Whole: Executive Neurons and Sustaining Homeostatic Glia
 
SuperArgus PET/CT: Advanced Pre-Clinical Imaging for Small to Medium Animals
SuperArgus PET/CT: Advanced Pre-Clinical Imaging for Small to Medium AnimalsSuperArgus PET/CT: Advanced Pre-Clinical Imaging for Small to Medium Animals
SuperArgus PET/CT: Advanced Pre-Clinical Imaging for Small to Medium Animals
 
Ann decussatio pyramid and optical chiasm as an interesting example of evolut...
Ann decussatio pyramid and optical chiasm as an interesting example of evolut...Ann decussatio pyramid and optical chiasm as an interesting example of evolut...
Ann decussatio pyramid and optical chiasm as an interesting example of evolut...
 

Viewers also liked

sturdy-Vignal-mathevon-mottin-2004 nature newsandviews
sturdy-Vignal-mathevon-mottin-2004 nature newsandviewssturdy-Vignal-mathevon-mottin-2004 nature newsandviews
sturdy-Vignal-mathevon-mottin-2004 nature newsandviewsStéphane MOTTIN
 
Lawrence pozzetto-mottin virology-2009
Lawrence pozzetto-mottin virology-2009Lawrence pozzetto-mottin virology-2009
Lawrence pozzetto-mottin virology-2009Stéphane MOTTIN
 
Mottin panasenko-2011-journal plos-one_0014350
Mottin panasenko-2011-journal plos-one_0014350Mottin panasenko-2011-journal plos-one_0014350
Mottin panasenko-2011-journal plos-one_0014350Stéphane MOTTIN
 
Ramstein mottin 2005 applied optics
Ramstein mottin 2005 applied opticsRamstein mottin 2005 applied optics
Ramstein mottin 2005 applied opticsStéphane MOTTIN
 
Mottin-jouvet-1997-neuroscience
Mottin-jouvet-1997-neuroscienceMottin-jouvet-1997-neuroscience
Mottin-jouvet-1997-neuroscienceStéphane MOTTIN
 
Darine mottin 2007_6442-57_spie bios
Darine mottin  2007_6442-57_spie biosDarine mottin  2007_6442-57_spie bios
Darine mottin 2007_6442-57_spie biosStéphane MOTTIN
 
Guillet mottin 2005 spie_ 5964
Guillet mottin 2005 spie_ 5964Guillet mottin 2005 spie_ 5964
Guillet mottin 2005 spie_ 5964Stéphane MOTTIN
 

Viewers also liked (7)

sturdy-Vignal-mathevon-mottin-2004 nature newsandviews
sturdy-Vignal-mathevon-mottin-2004 nature newsandviewssturdy-Vignal-mathevon-mottin-2004 nature newsandviews
sturdy-Vignal-mathevon-mottin-2004 nature newsandviews
 
Lawrence pozzetto-mottin virology-2009
Lawrence pozzetto-mottin virology-2009Lawrence pozzetto-mottin virology-2009
Lawrence pozzetto-mottin virology-2009
 
Mottin panasenko-2011-journal plos-one_0014350
Mottin panasenko-2011-journal plos-one_0014350Mottin panasenko-2011-journal plos-one_0014350
Mottin panasenko-2011-journal plos-one_0014350
 
Ramstein mottin 2005 applied optics
Ramstein mottin 2005 applied opticsRamstein mottin 2005 applied optics
Ramstein mottin 2005 applied optics
 
Mottin-jouvet-1997-neuroscience
Mottin-jouvet-1997-neuroscienceMottin-jouvet-1997-neuroscience
Mottin-jouvet-1997-neuroscience
 
Darine mottin 2007_6442-57_spie bios
Darine mottin  2007_6442-57_spie biosDarine mottin  2007_6442-57_spie bios
Darine mottin 2007_6442-57_spie bios
 
Guillet mottin 2005 spie_ 5964
Guillet mottin 2005 spie_ 5964Guillet mottin 2005 spie_ 5964
Guillet mottin 2005 spie_ 5964
 

Similar to mottin-2011-Jcbfm-nature-publishing

Cer cor11 franco-cercor-bhr199
Cer cor11 franco-cercor-bhr199Cer cor11 franco-cercor-bhr199
Cer cor11 franco-cercor-bhr199shiraknafo
 
My Researches
My ResearchesMy Researches
My ResearchesLoquet
 
Duong_H_2008b
Duong_H_2008bDuong_H_2008b
Duong_H_2008bHao Duong
 
upregulHuman4b2nAChR
upregulHuman4b2nAChRupregulHuman4b2nAChR
upregulHuman4b2nAChRBruno Buisson
 
Kimpo and Raymond_JNsci 2007
Kimpo and Raymond_JNsci 2007Kimpo and Raymond_JNsci 2007
Kimpo and Raymond_JNsci 2007Rhea Kimpo
 
Robinson J - MSc Thesis - Final
Robinson J  - MSc Thesis - FinalRobinson J  - MSc Thesis - Final
Robinson J - MSc Thesis - FinalJordan Robinson
 
Peripheral neuropathyumbilicalcord
Peripheral neuropathyumbilicalcordPeripheral neuropathyumbilicalcord
Peripheral neuropathyumbilicalcordComprehensiveBiologi
 
Tzekov_PLOSOne_2016 Publication Roskamp.PDF
Tzekov_PLOSOne_2016 Publication Roskamp.PDFTzekov_PLOSOne_2016 Publication Roskamp.PDF
Tzekov_PLOSOne_2016 Publication Roskamp.PDFMegan Orlando
 
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...InsideScientific
 
Methods For Improving The Cellular Uptake Of Dna Origami...
Methods For Improving The Cellular Uptake Of Dna Origami...Methods For Improving The Cellular Uptake Of Dna Origami...
Methods For Improving The Cellular Uptake Of Dna Origami...Christina Santos
 
Marc Dhenain Alzforum Webinar - Dec 7, 2016
Marc Dhenain Alzforum Webinar - Dec 7, 2016Marc Dhenain Alzforum Webinar - Dec 7, 2016
Marc Dhenain Alzforum Webinar - Dec 7, 2016Alzforum
 
UTF-8''Final Assessing post-synaptic partners of Dentate Granule Cells in a M...
UTF-8''Final Assessing post-synaptic partners of Dentate Granule Cells in a M...UTF-8''Final Assessing post-synaptic partners of Dentate Granule Cells in a M...
UTF-8''Final Assessing post-synaptic partners of Dentate Granule Cells in a M...Grant Pizzo
 
Response Properties of Single Auditory Nerve Fibers in the Mouse
Response Properties of Single Auditory Nerve Fibers in the MouseResponse Properties of Single Auditory Nerve Fibers in the Mouse
Response Properties of Single Auditory Nerve Fibers in the MouseAnnette Taberner-Miller, Ph.D.
 
Visuomotor Learning: A Positron Emission Tomography Study by Ryuta Kawashima,...
Visuomotor Learning: A Positron Emission Tomography Study by Ryuta Kawashima,...Visuomotor Learning: A Positron Emission Tomography Study by Ryuta Kawashima,...
Visuomotor Learning: A Positron Emission Tomography Study by Ryuta Kawashima,...Dr Brendan O'Sullivan
 
Pten Deletion in Adult Neural Stem/Progenitor Cells Enhances Constitutive Neu...
Pten Deletion in Adult Neural Stem/Progenitor Cells Enhances Constitutive Neu...Pten Deletion in Adult Neural Stem/Progenitor Cells Enhances Constitutive Neu...
Pten Deletion in Adult Neural Stem/Progenitor Cells Enhances Constitutive Neu...johnohab
 
PROKOP8931194BIOL30101
PROKOP8931194BIOL30101PROKOP8931194BIOL30101
PROKOP8931194BIOL30101Daniel Little
 

Similar to mottin-2011-Jcbfm-nature-publishing (20)

Cer cor11 franco-cercor-bhr199
Cer cor11 franco-cercor-bhr199Cer cor11 franco-cercor-bhr199
Cer cor11 franco-cercor-bhr199
 
nikolakopoulou et al., 2006a
nikolakopoulou et al., 2006anikolakopoulou et al., 2006a
nikolakopoulou et al., 2006a
 
ISX9 - Karthik Gopalakrishnan
ISX9 - Karthik GopalakrishnanISX9 - Karthik Gopalakrishnan
ISX9 - Karthik Gopalakrishnan
 
My Researches
My ResearchesMy Researches
My Researches
 
Optogenetics
OptogeneticsOptogenetics
Optogenetics
 
Duong_H_2008b
Duong_H_2008bDuong_H_2008b
Duong_H_2008b
 
upregulHuman4b2nAChR
upregulHuman4b2nAChRupregulHuman4b2nAChR
upregulHuman4b2nAChR
 
Kimpo and Raymond_JNsci 2007
Kimpo and Raymond_JNsci 2007Kimpo and Raymond_JNsci 2007
Kimpo and Raymond_JNsci 2007
 
Robinson J - MSc Thesis - Final
Robinson J  - MSc Thesis - FinalRobinson J  - MSc Thesis - Final
Robinson J - MSc Thesis - Final
 
Peripheral neuropathyumbilicalcord
Peripheral neuropathyumbilicalcordPeripheral neuropathyumbilicalcord
Peripheral neuropathyumbilicalcord
 
Tzekov_PLOSOne_2016 Publication Roskamp.PDF
Tzekov_PLOSOne_2016 Publication Roskamp.PDFTzekov_PLOSOne_2016 Publication Roskamp.PDF
Tzekov_PLOSOne_2016 Publication Roskamp.PDF
 
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
Studying Epilepsy in Awake Head-Fixed Mice Using Microscopy, Electrophysiolog...
 
Methods For Improving The Cellular Uptake Of Dna Origami...
Methods For Improving The Cellular Uptake Of Dna Origami...Methods For Improving The Cellular Uptake Of Dna Origami...
Methods For Improving The Cellular Uptake Of Dna Origami...
 
Marc Dhenain Alzforum Webinar - Dec 7, 2016
Marc Dhenain Alzforum Webinar - Dec 7, 2016Marc Dhenain Alzforum Webinar - Dec 7, 2016
Marc Dhenain Alzforum Webinar - Dec 7, 2016
 
Application Brief: Nephrology
Application Brief: NephrologyApplication Brief: Nephrology
Application Brief: Nephrology
 
UTF-8''Final Assessing post-synaptic partners of Dentate Granule Cells in a M...
UTF-8''Final Assessing post-synaptic partners of Dentate Granule Cells in a M...UTF-8''Final Assessing post-synaptic partners of Dentate Granule Cells in a M...
UTF-8''Final Assessing post-synaptic partners of Dentate Granule Cells in a M...
 
Response Properties of Single Auditory Nerve Fibers in the Mouse
Response Properties of Single Auditory Nerve Fibers in the MouseResponse Properties of Single Auditory Nerve Fibers in the Mouse
Response Properties of Single Auditory Nerve Fibers in the Mouse
 
Visuomotor Learning: A Positron Emission Tomography Study by Ryuta Kawashima,...
Visuomotor Learning: A Positron Emission Tomography Study by Ryuta Kawashima,...Visuomotor Learning: A Positron Emission Tomography Study by Ryuta Kawashima,...
Visuomotor Learning: A Positron Emission Tomography Study by Ryuta Kawashima,...
 
Pten Deletion in Adult Neural Stem/Progenitor Cells Enhances Constitutive Neu...
Pten Deletion in Adult Neural Stem/Progenitor Cells Enhances Constitutive Neu...Pten Deletion in Adult Neural Stem/Progenitor Cells Enhances Constitutive Neu...
Pten Deletion in Adult Neural Stem/Progenitor Cells Enhances Constitutive Neu...
 
PROKOP8931194BIOL30101
PROKOP8931194BIOL30101PROKOP8931194BIOL30101
PROKOP8931194BIOL30101
 

Recently uploaded

Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 

Recently uploaded (20)

Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 

mottin-2011-Jcbfm-nature-publishing

  • 1. Journal of Cerebral Blood Flow & Metabolism (2010), 1–8 & 2010 ISCBFM All rights reserved 0271-678X/10 $32.00 www.jcbfm.com Feature Article Functional white-laser imaging to study brain oxygen uncoupling/recoupling in songbirds Stephane Mottin1, Bruno Montcel2, Hugues Guillet de Chatellus3 and Stephane Ramstein1 ´ ´ 1 CNRS; Universite de Lyon; Universite de St-Etienne, UMR5516, Saint-Etienne, France; 2Universite de Lyon; ´ ´ ´ CREATIS-LRMN; CNRS UMR5220; INSERM U630; Universite Lyon 1; INSA Lyon, Villeurbanne, France; 3CNRS; ´ ´ Universite Joseph Fourier; Laboratoire de Spectrome´trie Physique, UMR5588, St Martin d’He `res, France Contrary to the intense debate about brain oxygen dynamics and its uncoupling in mammals, very little is known in birds. In zebra finches, picosecond optical tomography with a white laser and a streak camera can measure in vivo oxyhemoglobin (HbO2) and deoxyhemoglobin (Hb) concentration changes following physiologic stimulation (familiar calls and songs). Picosecond optical tomography showed sufficient submicromolar sensitivity to resolve the fast changes in the hippocampus and auditory forebrain areas with 250 lm resolution. The time course is composed of (1) an early 2-second- long event with a significant decrease in Hb and HbO2 levels of À0.7 and À0.9 lmol/L, respectively, (2) a subsequent increase in blood oxygen availability with a plateau of HbO2 ( + 0.3 lmol/L), and (3) pronounced vasodilatation events immediately after the end of the stimulus. One of the findings of our study is the direct link between blood oxygen level-dependent signals previously published in birds and our results. Furthermore, the early vasoconstriction event and poststimulus ringing seem to be more pronounced in birds than in mammals. These results in birds, tachymetabolic vertebrates with a long lifespan, can potentially yield new insights, e.g., into brain aging. Journal of Cerebral Blood Flow & Metabolism advance online publication, 20 October 2010; doi:10.1038/jcbfm.2010.189 Keywords: brain activation; cerebral hemodynamics; near-infrared spectroscopy; neurovascular coupling; optical imaging; songbirds Introduction suppressed by hypercapnia (Steinmeier et al, 1996; Biswal et al, 1997; Fox and Raichle, 2007). When Unlike other organs, the brain of mammals and birds activation occurs, step responses are complex is a constant energy sink, consuming energy irre- (Kasischke et al, 2004; Niven and Laughlin, 2008; spective of whether it is at rest or active, but on the Petzold et al, 2008; Vanzetta and Grinvald, 2008) other side of the coin is its low tolerance to a long list and induce changes in blood flow and oxygen of ‘perturbations’, such as hypoglycemia, hypoxia, transport (Ress et al, 2009). The coupling of perfu- hypercapnia, hyperthermia, and mitochondrial dis- sion and oxidative metabolism in the resting brain eases (Siesjo, 1978; Mottin et al, 2003). The coupling ¨ has been shown to be disrupted in the first minute between transport and metabolism allows the bal- after the onset of a sudden functional challenge ance between the storage and the production of (Kasischke et al, 2004; Niven and Laughlin, 2008; adenosine triphosphate, despite the very high rate Petzold et al, 2008; Vanzetta and Grinvald, 2008). of combustion of glucose with B5.5 dioxygen mole- This uncoupling has also been a major problem for cules per glucose molecule (Siesjo, 1978; Sokoloff, ¨ the interpretation of brain imaging (Vanzetta and 2001). This steady state is an oscillatory regime that Grinvald, 2008). To better understand the link is poorly understood, and low frequencies have been between tachymetabolism and this uncoupling, we observed in various cerebral parameters reversibly developed a method for measuring the full time course of oxygen transport in the higher-order auditory region of the telencephalon in the zebra ´ Correspondence: Dr B Montcel, Universite Lyon 1, CREATIS-LRMN, finch, Taeniopygia guttata. The need for an im- 4 Rue V, Grignard, Villeurbanne 69616, France. proved understanding of the mechanisms underlying E-mail: bruno.montcel@univ-lyon1.fr brain activation, especially in songbirds, has become These experiments were supported by the Program ‘Emergence’ ´ ˆ obvious (Voss et al, 2007; Boumans et al, 2007). of the Region Rhone-Alpes and the Agence Nationale de la Recherche. Following the growing evidence of mammalian-like Received 21 June 2010; revised 13 September 2010; accepted 14 cognitive abilities in songbirds (Vignal et al, 2004), of September 2010 the neocortex-like functions of the avian pallium
  • 2. Brain oxygen uncoupling/recoupling S Mottin et al 2 (Jarvis et al, 2005; Reiner, 2005), and that of some neuroscience results and to measure for the first time peculiarities of the avian metabolism (Barja and the full time course of coupling/uncoupling in small Herrero, 1998; Turner et al, 2005; Moe et al, 2009), songbirds. birds have become an important focus of interest for comparative neuroscience (Vignal et al, 2004; Clayton, 2007). Materials and methods The reliability of optical measurements of changes Animals and Stimulation Protocols in the concentration of hemoglobin in tissues has been a challenge for several years (Vanzetta and Adult male zebra finches (T. guttata) served as subjects Grinvald, 2008; Calderon-Arnulphi et al, 2009). for the experiments. Bred in the aviary of the University Owing to its noninvasive nature, transcranial optical of Saint-Etienne in a 12-light/12-dark photoperiod, they cerebral oximetry (near infrared spectroscopy, dif- received normal tutoring by adult males. Four and five fuse optical tomography, etc.) has become a source of birds were used for spectral-POT and spatial-POT, respec- quantitative or semiquantitative information about tively. Birds were anesthetized with 2% isoflurane under brain oxygenation, cerebral blood flow, and volume. spontaneous breathing conditions (Vignal et al, 2008). However, continuing technical controversies about Animal preparation and the spectral-POT setup have signal derivation, accuracy, precision, and quantita- been described previously (Vignal et al, 2008). Anesthe- tive ability have limited the application of transcra- tized zebra finches with the head previously plucked nial optical cerebral oximetry. Clearly, transcranial (3 days before experiments) were fixed in a stereotaxic optical cerebral oximetry still needs developments. frame (Stoelting Co., Wood Dale, IL, USA, adaptations for Recent ultrafast technological advancements have birds). Body temperature was kept within a narrow range opened up a new promising avenue in neuroscience (391C to 401C) using a feedback-controlled heating pad. (Gibson et al, 2006; Vignal et al, 2008; Montcel et al, Optical fibers were fixed into stereotaxic manipulators 2005, 2006; Pifferi et al, 2008; Liebert et al, 2004; (Stoelting Co.) and placed directly on the skin. Positions of Selb et al, 2006). the input optical fiber F1 providing illumination and those As part of our broader effort to develop a of the optical fiber F2 collecting transmitted light were noninvasive neuro-method and to improve quantita- chosen to probe the auditory regions of the telencephalon tive measurement of absorbing chromophores into (field L, NCM (caudomedial nidopallium), and CMM scattering brain tissues, we worked on a time (caudomedial mesopallium)). The precise anatomic locali- domain-based device. Using a white-light super- zation of the optical fiber (Figure 1 in Ramstein et al, 2005) continuum or ‘white laser’ (Chin et al, 1999), we and probed region (Figure 1 in Vignal et al, 2008) has been combined picosecond optical tomography (POT) with described in previous studies. The head of the bird was near-infrared spectroscopy (spectral-POT) (Vignal turned until the beak (rostral extremity) was perpendicular et al, 2008) and a new POT with contact-free spatial to the body plane. This position allowed us to define a imaging (spatial-POT). In the near-infrared spectral stereotaxic origin point (0, 0, 0) defined by the intersection window of 650 to 850 nm, the nonmonotonic of the vertical plane passing through the interaural line and behavior of the absorption spectrum of deoxyhemo- the sagittal suture (the vena cerebralis dorsocaudalis). The globin (Hb) provides reliable ‘molecular fingerprints’ stereotaxic axes were chosen according to this origin point. (Vignal et al, 2008). Furthermore, optical signals are F1 was placed more rostrally on the right hemisphere than integrated into a selected picosecond time-of-flight F2. The distance between F1 and F2 was 5 mm (Figure 1). window specifically defined so as to probe only the The chosen coordinates in millimeters were: F1 (2.0, 5.4, targeted deep brain structures (Vignal et al, 2008). À2.7) and F2 (2.0, 0.4, À0.3). This system allows us to monitor in vivo and Animals were kept in a custom-made sound-attenuated quantify an evoked brain hemodynamic response box (48 Â 53 Â 70 cm3) equipped with 2 fixed high-fidelity with submicromolar sensitivity and submillimeter speakers (Triangle Comete 202, Triangle SAS, Villeneuve spatial resolution. The spatial-POT is different from Saint Germain, France). After a 1-minute baseline period, the classic strategy of several discrete detectors each bird was subjected to a 20-second stimulus, followed (Gibson et al, 2006). This configuration is without by 1 minute for recovery of baseline. The original auditory contact between the skin and detectors. The position signal was a random sequence of songs and calls recorded of this imaged segment on the head of the bird can be in the zebra finch aviary, normalized to the same intensity. controlled by eye by shining the intermediate slit Among the 20 seconds of stimulus recorded, 94% repre- using a He-Ne laser and by checking and adjusting sented songs and calls, whereas 6% represented silence. the position of its image on the skin. In the case of For each animal, 15 stimuli were used, with 9 random such small animals, this imaging system allows the white-noise stimuli. After experiments, all animals were analysis of the resolution limits of POT. kept in the recording room for 24 hours for physiologic Having developed a spectral-POT, we have pre- and behavioral verifications. All experimental proce- viously been able to measure oxyhemoglobin (HbO2) dures were approved by the University’s animal care and Hb changes following hypercapnia (Vignal et al, committee. Statistical methods have been described previ- 2008). We now address the task of mapping the ously (Vignal et al, 2008) (multiple comparison procedure, acoustic field with the best possible spatial resolu- one-way ANOVAs (analyses of variance) for repeated tion to show that POT is able to reproduce classic measures, Tukey–Kramer test, Statistics toolbox, Matlab, Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
  • 3. Brain oxygen uncoupling/recoupling S Mottin et al 3 Figure 1 The imaging setup based on two lenses (L4 and L1) conjugates the surface of the skull with the plane of the slit of the streak camera. An afocal system made of two lenses (L2 and L3) is placed between the two imaging lenses. The slit (F) is placed at the focal point of the afocal system. The position of the 5-mm-long segment on the head of the bird can be controlled by eye, by shining a He-Ne laser through the intermediate slit and adjusting the position of its image on the skull (with mirror M). A narrow bandwidth filter (IF) is placed just before the streak camera. The 5-mm-long segment is located 5 mm away from the white-laser input optical fiber (F1). The Mathworks, Natick, MA, USA). The variation of the long segment located 5 mm apart from the fiber (Figure 1). time-resolved transmittance spectrum was also fitted to We put a narrow bandwidth filter (IF) (10 nm full-width the spectra of HbO2 and Hb known in mammals by classic half-maximum) centered at 700 nm, at which the difference linear least-squares procedure. The same procedure was of absorption between the two hemoglobin species was applied to calculate variations in the concentration of maximal. The position of the imaged segment on the head HbO2 and Hb. These concentration variations could be of the bird could be controlled by eye by shining the expressed using an absolute scale (mmol) because our time- intermediate slit with a He-Ne laser and by checking and resolved detection system could measure the mean optical adjusting the position of its image on the surface of the path through the bird’s head owing to the mean arrival time head (mirror M). The spatial resolution along the slit was of photons (Vignal et al, 2008). determined by imaging a white sheet of paper half covered with black ink. The image consisted in the response of the system to a Heaviside step and characterized the spatial Experimental Setup of Spatial-Picosecond Optical resolution of the setup. Its resolution along the slit was Tomography nearly 250 mm. The single shot streak camera measured the propagation We used the same setup and the same laser fiber position as time of the photons through tissues. All measurements described previously (Vignal et al, 2008), with the omis- were carefully corrected from shading effects. Each sion of the polychromator and with an imaging system measurement consisted in a frame integrating 33 laser between the head of the animal and the streak camera pulses. The 5-mm-long segment (of 150 mm thickness) was (Hamamatsu Streakscope C4334, Hamamatsu, Bridgewater, imaged onto the slit of the streak camera and at the end, NJ, USA). The imaging setup based on two lenses (L4 and transformed to 640 pixels. The 2.1-nanosecond deflection L1) (100 mm focal length) optically conjugated the surface time was converted to 480 pixels. The temporal resolution of the skull with the plane of the entrance slit of the streak of the system was set by the temporal width of the trace camera (Figure 1). An afocal system composed of two on the CCD camera of a femtosecond pulse. Instrument lenses (L2 and L3) (100 mm focal) was placed between the response function was obtained by directly sending a two imaging lenses, and a slit (F) was put at the focal point leaking of a femtosecond laser pulse. Owing to the jitter of the afocal system. This slit was optically conjugated (with 33 laser pulses), the resolution was 25 picoseconds with the entrance slit of the streak camera, resulting in a (6 pixels). great simplification of the alignment procedure and in the An advantage of this setup comes from the possibility of possibility of controlling the intensity of the light by contact-free measurements. The versatility of the optical narrowing the slit as well. The magnification of the setup design we implemented has another interesting advantage was 1. Intrinsic filtering properties of the imaging setup in terms of imaging. In the near future, by simply tilting enabled to collect only the photons emerging from a 5 mm- the M mirror, we will sweep the imaging segment. This Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
  • 4. Brain oxygen uncoupling/recoupling S Mottin et al 4 possibility is way more flexible than fiber bundles and transmittance were equivalent for spatial-POT and leads to a narrower spatial resolution, not limited by the spectral-POT. The maximum change in transmit- diameter of the optical fibers, but only by the numerical tance induced by the auditory stimulus was 1.03. To aperture and the properties of the optical setup. establish a calibrated functional technique, acoustic response experiments were carried out under the same conditions as the 7% normoxic hypercapnic Results experiments (Vignal et al, 2008). The functional signal under these conditions was found to be Figure 2 shows the full time courses of picosecond equivalent to 10% of the hypercapnic changes time-resolved transmittance measured by spectral- (Vignal et al, 2008). Our results showed that the POT (Figure 2A) and by spatial-POT (Figure 2B). The dynamics of these physiologic changes required at shape of the time courses and the level of variation of least a 2-second time resolution (Figures 2 and 3). Significant Hb and HbO2 changes were obtained by linear unmixing (Vignal et al, 2008) and were 840 analyzed with a 0.667-second time resolution. Dur- ing the 2 seconds following the onset of acoustic stimuli, Hb and HbO2 levels significantly decreased to À0.7 and À0.9 mmol/L, respectively (Figure 3). The HbO2 level then increased significantly (during Wavelength (nm) Transmittance 12.4 seconds, 100 concentration measurements) to reach a plateau of 0.3 mmol/L (P = 0.015 when compared with the 100 concentrations preceding the stimulus). Immediately after the end of the stimulus, Hb and HbO2 pulses reached + 0.7 mmol/L. Changes were significantly localized (Figures 2B and 4A) above the auditory forebrain areas (such as the NCM, field L, CMM). A small contribution could have derived from the hippocampus (dorsal and 672 0 silence 20 stimulus 40 silence 60 Time (s) * 1 ** ** * ** * * * * Hb (microMole/L) Left -1 0 Transmittance Length (mm) 0 *** -1 Silence Stimulus Silence 1 0 20 40 60 Time (s) 2 ** * Right HbO2 (microMole/L) 1 3 0 silence 20 stimulus 40 silence 60 0 Time (s) Figure 2 Time course of the picosecond time-resolved transmit- -1 * tance. (A) The full time course of the picosecond time-resolved * transmittance spectra was measured by spectral-POT. The near-infrared spectral window is 668 to 844.4 nm, with Figure 3 Hb and HbO2 concentration changes. (A) Hb and (B) 20 spectral windows of 8.83 nm. (B) The time course of the HbO2 concentration changes obtained by linear unmixing of the picosecond time-resolved transmittance for 20 spatial regions picosecond time-resolved transmittance spectra. Each point is of 0.25 mm was imaged by spatial-POT. The 695 to 705 nm an average of five concentrations along the time axis, allowing a spectral window was used for spatial-POT. Each point of time resolution of 0.667 seconds. Bars corresponds to P = 0.05 measurement corresponds to 33 milliseconds. For illustration for multiple comparisons (one-way ANOVAs for repeated purposes, these results were filtered to get rid of high-frequency measures) between periods. The limits of significance of Hb noise, using a Chebyshev window only along the time axis, and HbO2 are 0.42 and 0.75 mmol/L, respectively. The asterisk 1 second for spectral-POT and 2 seconds for spatial-POT. (*) indicates significant difference (P < 0.05) from the detection The 0-mm position corresponds to the sagittal midline. POT, limit. ANOVA, analysis of variance; Hb, deoxyhemoglobin; picosecond optical tomography. HbO2, oxyhemoglobin. Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
  • 5. Brain oxygen uncoupling/recoupling S Mottin et al 5 1.02 * § ** § § 1.01 1 ns 1.01 0.99 ns ns ns ns ns Transmittance ns * * 1 1.01 # # # # 1 Transmittance 0.99 0.99 * * * * * * * * * * 1.01 0.98 1 3 1.5 0 -1.5 0.99 Length (mm) * * Figure 4 Spatial-POT transmittance changes. Spatial-POT averaged 20-second-long transmittance changes for (A) the 1.01 stimulus (20 to 40 seconds) period and for (B) the poststimulus 1 (40 to 60 seconds) period. The transmittance of the rest period 0.99 (on 0 to 20 seconds) is normalized to 1 in all regions. Bars * corresponds to P = 0.01 for multiple comparisons (one-way * * * * * * ANOVAs for repeated measures) between the rest period and the Silence Stimulus Silence two respective periods. Points without the NS (nonsignificant) 0 20 40 60 symbol indicate areas with significant changes when compared Time (s) with the rest period (P < 0.01). The symbols for stimulus period Figure 5 Time course of spatial-POT transmittance. Time course and for the poststimulus period are y and # (P < 0.01) for the of transmittance measured by spatial-POT at four positions left hemisphere and right hemisphere, respectively, compared (A: left hemisphere, position À1.25 mm; B: sagittal midline, with more lateral positions (2.75 to 3 mm). The position 0 mm position 0 mm; C: right hemisphere, position + 1.25 mm; and corresponds to the sagittal midline and positions (0.25 to D: right hemisphere position + 1.75 mm). Each bar (P = 0.01) 1.25 mm and À0.25 to À1.25 mm) to the auditory-hippocam- allows multiple comparisons (one-way ANOVAs for repeated pal areas. ANOVA, analysis of variance; POT, picosecond optical measures) between the prestimulus period and the two others tomography. periods (the symbol * indicates P < 0.01). ANOVA, analysis of variance; POT, picosecond optical tomography. posterior areas) (Vignal et al, 2008). Furthermore, other methods (Clayton, 2007; Voss et al, 2007; there was a significant bilateral increase in transmit- Poirier et al, 2009). In addition to bilateral responses tance (Figure 4A) when compared with more lateral in these areas, lateralized activation has been positions (2.75 and 3 mm). During the poststimulus suggested to take place (Voss et al, 2007; Poirier period (Figure 4B), all areas showed significant et al, 2009). With our less specific stimulation para- decreases in transmittance when compared with digm, we obtained a bilateral response without the rest period. These results show that recoupling lateralization (Figures 2B and 4). Unlike electrophy- was less localized than uncoupling. Compared with siology and immediate early gene expression, func- more lateral positions and within the stimulation tional magnetic resonance imaging and POT measure period, a significant bilateral increase was observed. blood dynamics in relation to the activity of large In contrast, a significant bilateral decrease was clusters of cells. In birds, links between blood observed within the poststimulus period. Further- oxygen level-dependent (BOLD), hemodynamics, more, the number of Hb and HbO2 pulses was less and neuronal activation was not previously known high for the auditory-hippocampal areas (0.25 to (Boumans et al, 2007; Voss et al, 2007; Vignal et al, 1.25 mm and À0.25 to À1.25 mm, respectively) than 2008). By choosing anesthetic conditions, sequences for the more lateral positions, showing that recou- of stimuli and spatiotemporal parameters similar to pling was faster in these areas (Figures 2B and 5). other published BOLD experiments (Table 1), we sought to establish a robust correlation between the BOLD signal and changes in Hb and HbO2 concen- Discussion trations. The diffuse optical method has the potential to Our study shows for the first time the changes of differentiate hemoglobin dynamics; however, they blood oxygen in a small songbird during stimulation have limited spatial resolution. Conversely, BOLD in vivo. The most intense responses to similar stimuli functional magnetic resonance imaging has achieved have been observed in the NCM and field L, using high spatial resolution but is more susceptible to Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
  • 6. Brain oxygen uncoupling/recoupling S Mottin et al 6 Table 1 Comparisons between BOLD spatiotemporal parameters and POT parameters Male zebra finch Male zebra finch Male starling Male zebra (Voss et al, 2007) (Boumans et al, 2007) (Van Meir et al, 2005) finch (POT) Time resolution 4 seconds Between 3 and 5 seconds 0.033 seconds for DTr 6 seconds 0.666 seconds for DC Time stimulus paradigm 32 seconds 40 seconds 30 seconds ON–30 seconds OFF 20 seconds ON–32 seconds OFF ON–40 seconds OFF and 60 seconds ON–60 seconds OFF ON–60 seconds OFF Thickness of slice 1 mm 0.5 mm 0.7–0.8 mm 0.25 mm Number of slices 8 sagittal slices 1 Tilted coronal slice 2 sagittal slices 20 sagittal slices BOLD, blood oxygen level dependent; POT, picosecond optical tomography. BOLD spatiotemporal parameters in male zebra finches (Voss et al, 2007; Boumans et al, 2007) and male starlings (Van Meir et al, 2005) are shown. For POT parameters (DTr, transmittance changes; DC, concentration changes of hemoglobin), the thickness of the ‘diffuse slice’ is measured at the surface of the scalp. 1 Mole/L hematological features of tachymetabolic vertebrates appear to have converged to an equivalent oxygen supply. In mammals, the coupling of blood trans- HbO2 Concentration changes -(Hb) Concentration changes port and cerebral metabolic rates in physiologically o o BOLD Signal Changes active brain states has been the subject of debate, o o o and different theoretical models for it have been o o proposed (Banaji et al, 2008; Ress et al, 2009). In 0 humans, contrary to the ‘canonical hemodynamic o response function’ (used by software packages, o i.e., SPM; http://www.fil.ion.ucl.ac.uk/spm), BOLD responses reveal several disparities (Aguirre et al, 1998), and some authors (Vanzetta and Grinvald, 2008; Ress et al, 2009) suggest that the differences -1 Mole/L between BOLD responses are related to differences in Stimulus Silence the properties of blood vessel networks between mammals. Despite these differences, the BOLD over- Figure 6 Typical time course of BOLD signal (dashed line) in zebra finches is compared with the time course of HbO2 (curve shoot is always observed in the sensory systems of with the symbol ‘o’) and Hb concentration changes measured by tachymetabolic vertebrates. Nevertheless, in the POT in the caudal-medial areas. Minus Hb (ÀHb) concentration zebra finch, transient events seem to be more is shown for better comparison with the BOLD signal. BOLD, pronounced than in comparable small rodents, blood oxygen level dependent; HbO2, oxyhemoglobin; POT, perhaps because of differences in blood vessel picosecond optical tomography. networks. The biphasic changes in HbO2 (early decrease and increase) measured by POT reveal a temporal pattern limited ability to monitor hemoglobin dynamics. The similar to the biphasic response of tissue oxygen BOLD time courses exhibit a sharp increase and (decrease and increase) in the auditory cortex an overshoot at the beginning of the stimulus and (Masamoto et al, 2003) and to the biphasic response an undershoot during the poststimulus period. The (initial constriction followed by dilation) of isolated BOLD undershoot reveals two oscillations that have penetrating cerebral arterioles following an elevation not been discussed previously, and these poststimu- of K + or adenosine triphosphate (Dietrich et al, lus BOLD pulses are more pronounced in field L than 2009). For the poststimulus period, recoupling seems in the NCM (Voss et al, 2007; Boumans et al, 2007). to be more complex than expected because (1) HbO2 As known in mammals, we showed (Figure 6) that in and Hb pulses were less localized than during birds there was a direct link between the BOLD activation (Figure 2B), (2) the recoupling of the signal and minus Hb (ÀHb). However, ÀHb exhibited activated auditory regions was faster than for other a faster response to changes in stimulus (Figure 6), regions (Figure 5), and (3) the early HbO2 pulse suggesting that the BOLD signal is a more ‘convo- arrived before the Hb pulse (Figure 3). Therefore, luted response’ to hemodynamic than ÀHb. BOLD and POT recoupling pulses in birds seem to be Birds and mammals have well-pronounced pial more spatiotemporally structured than nonlinear arterial ramifications (Mc Hedlishvili and Kuridze, ‘passive elastic sloshing’, as expected (Ress et al, 1984). Birds have (1) bigger red blood cells by a factor 2009). of 3 and a far larger capillary diameter, (2) less red We imaged the sinus sagittalis superior (position blood cells per volume of blood by a factor of 1/3, 0 mm in Figure 2B), and no significant changes were and (3) a hemoglobin concentration in red blood observed during the activation period. However, this cells comparable with that of small rodents (Altman result should be considered carefully because distin- and Dittmer, 1971). The pial angioarchitecture and guishing arterial, capillary, and venous compartments Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
  • 7. Brain oxygen uncoupling/recoupling S Mottin et al 7 is not straightforward in optical neuroimaging (Hillman fluctuations in the human motor cortex during rest et al, 2007). using echo-planar MRI. J Cereb Blood Flow Metab 17: Systems with a low ratio of energy storage to 301–8 energy consumption, end products, and heat genera- Boumans T, Theunissen FE, Poirier C, Van Der Linden A (2007) Neural representation of spectral and temporal tion have to respond ‘instantaneously’ to activation. features of song in the auditory forebrain. Eur J Neurosci The understanding of the time course of uncoupling/ 26:2613–26 recoupling and spontaneous oscillations (Steinmeier Calderon-Arnulphi M, Alaraj A, Slavin KV (2009) Near et al, 1996; Biswal et al, 1997; Fox and Raichle, 2007; infrared technology in neuroscience: past, present and Ress et al, 2009) emphasize the role of nonisochoric future. Neurol Res 31:605–14 processes in this response. Despite the constraints Chin SL, Petit S, Borne F, Miyazaki K (1999) The white of an instantaneous response, the sensory systems light supercontinuum is indeed an ultrafast white light of all tachymetabolic animals seem to be robust laser. Jpn J Appl Phys Part 2 Letters 38:L126–8 when faced with the ordinary perturbations they Clayton CF (2007) Molecular neurobiology of bird song. In: were designed to handle, but fragile when faced Handbook of Neurochemistry and Molecular Neurobiol- ogy (Lajtha A, ed), US: Springer, 373–417 with unexpected or strong perturbations (Niven and Dietrich HH, Horiuchi T, Chuanxi X, Hongo K, Falck JR, Laughlin, 2008). Our approach shows the occurrence Dacey RG (2009) Mechanism of ATP-induced local and of strong reactivity in the cerebral vessels of the bird, conducted vasomotor responses in isolated rat cerebral an animal with a long lifespan (Barja and Herrero, penetrating arterioles. J Vasc Res 46:253–64 1998; Moe et al, 2009). Several studies (Mitschelen Fox MD, Raichle ME (2007) Spontaneous fluctuations in et al, 2009) indicate that age-related changes in brain activity observed with functional magnetic reso- vascular reactivity are important contributing factors nance imaging. Nat Rev Neurosci 8:700–11 to mild cognitive impairment in aging mammals. Gibson AP, Austin T, Everdell NL, Schweiger M, Arridge Contrary to the accepted dogma, the role of oxidative SR, Meek JH, Wyatt JS, Delpy DT, Hebden JC (2006) stress as a determinant of longevity is still open to Three-dimensional whole-head optical passive motor evoked responses in the tomography of neonate. Neuro- question (Mitschelen et al, 2009; Moe et al, 2009). image 30:521–8 Our results could thus shed light on this crucial Hillman EMC, Devor A, Bouchard MB, Dunn AK, Krauss question, i.e., the link between brain aging and GW, Skoch J, Bacskai BJ, Dale AM, Boas DA (2007) vascular reactivity. Depth-resolved optical imaging and microscopy of vascular compartment dynamics during somatosensory stimulation. Neuroimage 35:89–104 Jarvis ED, Gunturkun O, Bruce L, Csillag A, Karten H, ¨ ¨ ¨ Acknowledgements Kuenzel W, Medina L, Paxinos G, Perkel DJ, Shimizu T, The authors thank Clementine Vignal and Nicolas Striedter G, Wild JM, Ball GF, Dugas-Ford J, Durand SE, Mathevon for their technical participation and Hough SE, Husband S, Kubikova L, Lee DW, Mello CV, Powers A, Siang C, Smulders TV, Wada K, White SA, bioacoustic data. The authors also thank Colette Yamamoto K, Yu J, Reiner A, Butler AB (2005) Avian Bouchut, Sabine Palle, and Pierre Laporte for brains and a new understanding of vertebrate brain their help. evolution. Nat Rev Neurosci 6:151–9 Kasischke KA, Vishwasrao HD, Fisher PJ, Zipfel WR, Webb WW (2004) Neural activity triggers neuronal oxidative Disclosure/conflict of interest metabolism followed by astrocytic glycolysis. Science 305:99–103 The authors declare no conflict of interest. Liebert A, Wabnitz H, Steinbrink J, Obrig H, Moller M, ¨ Macdonald R, Villringer A, Rinneberg H (2004) Time- resolved multidistance near-infrared spectroscopy of References the adult head: intracerebral and extracerebral absorp- tion changes from moments of distribution of times of Aguirre GK, Zarahn E, D’Esposito M (1998) The variability flight of photons. Appl Opt 43:3037–47 of human, BOLD hemodynamic responses. Neuroimage Masamoto K, Omura T, Takizawa N, Kobayashi H, Katura T, 8:360–9 Maki A, Kawaguchi H, Tanishita K (2003) Biphasic Altman PL, Dittmer DS (1971) Respiration and Circulation. changes in tissue partial pressure of oxygen closely Bethesda, MD: Federation of American Societies of related to localized neural activity in guinea pig Experimental Biology, 149–52 auditory cortex. J Cereb Blood Flow Metab 23:1075–84 Banaji M, Mallet A, Elwell CE, Nicholls P, Cooper CE Mc Hedlishvili G, Kuridze N (1984) The modular organiza- (2008) A model of brain circulation and metabolism: tion of the pial arterial system in phylogeny. J Cereb NIRS signal changes during physiological challenges. Blood Flow Metab 4:391–6 PLoS Comput Biol 4:e1000212 Mitschelen M, Garteiser P, Carnes BA, Farley JA, Doblas S, Barja G, Herrero A (1998) Localization at complex I and Demoe JH, Warrington JP, Yan H, Nicolle MM, Towner mechanism of the higher free radical production of R, Sonntag WE (2009) Basal and hypercapnia-altered brain nonsynaptic mitochondria in the short-lived rat cerebrovascular perfusion predict mild cognitive im- than in the longevous pigeon. J Bioenerg Biomembr pairment in aging rodents: an MRI study using fair and 30:235–43 bold imaging. Neuroscience 164:918–28 Biswal B, Hudetz AG, Yetkin FZ, Haughton VM, Hyde JS Moe B, Ronning B, Verhulst S, Bech C (2009) Metabolic (1997) Hypercapnia reversibly suppresses low-frequency ageing in individual zebra finches. Biol Lett 5:86–9 Journal of Cerebral Blood Flow & Metabolism (2010), 1–8
  • 8. Brain oxygen uncoupling/recoupling S Mottin et al 8 Montcel B, Chabrier R, Poulet P (2005) Detection of cortical Siesjo BK (1978) Brain Energy Metabolism. Chichester, NY: ¨ activation using time-resolved diffuse optical methods. J. Wiley&Sons Appl Opt 44:1942–7 Sokoloff L (2001) Historical review and developments Montcel B, Chabrier R, Poulet P (2006) Time-resolved in the field of cerebral blood volume and metabolism. absorption and haemoglobin concentration difference In: Ischemic Blood Flow in the Brain (Fukuuchi Y, maps: a method to retrieve depth-related information on Tomita M, Koto A, eds), Tokyo, Japan: Springer, 3 cerebral hemodynamics. Opt Express 14:12271–87 Steinmeier R, Bauhuf C, Hubner U, Bauer RD, Fahlbusch R, ¨ Mottin S, Laporte P, Cespuglio R (2003) Inhibition of Laumer R, Bondar I (1996) Slow rhythmic oscillations of NADH oxidation by chloramphenicol in the freely blood pressure, intracranial pressure, microcirculation, moving rat measured by picosecond time-resolved and cerebral oxygenation—dynamic interrelation and emission spectroscopy. J Neurochem 84:633–42 time course in humans. Stroke 27:2236–43 Niven JE, Laughlin SB (2008) Energy limitation as a Turner N, Else PL, Hulbert AJ (2005) An allometric selective pressure on the evolution of sensory systems. comparison of microsomal membrane lipid composition J Exp Biol 211:1792–804 and sodium pump molecular activity in the brain of Petzold GC, Albeanu DF, Sato TF, Murthy VN (2008) mammals and birds. J Exp Biol 208:371–81 Coupling of neural activity to blood flow in olfactory Van Meir V, Boumans T, De Groof G, Van Audekerke J, glomeruli is mediated by astrocytic pathways. Neuron Smolders A, Scheunders P, Sijbers J, Verhoye M, 58:897–910 Balthazart J, Van der Linden A (2005) Spatiotemporal Pifferi A, Torricelli A, Spinelli L, Contini D, Cubeddu R, properties of the BOLD response in the songbirds’ Martelli F, Zaccanti G, Tosi A, Dalla Mora A, Zappa F, auditory circuit during a variety of listening tasks. Cova S (2008) Time-resolved diffuse reflectance using Neuroimage 25:1242–55 small source-detector separation and fast single-photon Vanzetta I, Grinvald A (2008) Coupling between neuronal gating. Phys Rew Lett 100:138101 activity and microcirculation: implications for func- Poirier C, Boumans T, Verhoye M, Balthazart J, tional brain imaging. HFSP J 2:79–98 Van der Linden A (2009) Own-song recognition in the Vignal C, Boumans T, Montcel B, Ramstein S, Verhoye M, songbird auditory pathway: selectivity and lateraliza- Van Audekerke J, Mathevon N, Van der Linden A, tion. J Neurosci 29:2252–8 Mottin S (2008) Measuring brain hemodynamic changes Ramstein S, Vignal C, Mathevon N, Mottin S (2005) In vivo in a songbird: responses to hypercapnia measured with and noninvasive measurement of a songbird head’s functional MRI and near-infrared spectroscopy. Phys optical properties. Appl Opt 44:6197–204 Med Biol 53:2457–70 Reiner A (2005) A new avian brain nomenclature: why, Vignal C, Mathevon N, Mottin S (2004) Audience drives how and what. Brain Res Bull 66:317–31 male songbird response to partner’s voice. Nature Ress D, Thompson JK, Rokers B, Khan RK, Huk AC (2009) 430:448–51 A model for transient oxygen delivery in cerebral cortex. Voss HU, Tabelow K, Polzehl J, Tchernichovski O, Maul KK, Front Neuroenergetics 1:3 Salgado-Commissariat D, Ballon D, Helekar SA (2007) Selb J, Joseph DK, Boas DA (2006) Time-gated optical Functional MRI of the zebra finch brain during song system for depth-resolved functional brain imaging. stimulation suggests a lateralized response topography. J Biomed Opt 11:044008 Proc Natl Acad Sci USA 104:10667–72 Journal of Cerebral Blood Flow & Metabolism (2010), 1–8