SlideShare a Scribd company logo
Department of Neurology and Centre of Clinical Neuroscience 
Charles University in Prague 
1st Medical Faculty and General University Hospital 
Can brain atrophy measurement help us in monitoring MS progression in routine clinical practice? 
Dana Horáková
MS center – Prague 
New center opened 
March 2007 
Comprehensive care 
for > 4000 patients
ASA - 10 yrs evolution of disability on IFN 
1999-2003, 181 pts, age 31 yrs, disease duration 3.7 yrs 
100 confirmed 
12 M progression 
73 stable 
173 
RR MS
„MS world has changed“ 
1993 
2010 
2006 
2013 
20XX 
2015 ? 
Molecules in clinical studies, 
not registered yet
„MS world has changed“ 
1993 
2010 
2006 
2013 
20XX 
2015 ? 
Molecules in clinical studies, 
not registered yet
Department of Neurology and Centre of Clinical Neuroscience 
Charles University in Prague, 1st Medical Faculty and General University Hospital 
MRI is the only window 
we can use to look directly 
at patological processes 
in MS
Focal inflammatory disease of white matter 
Conventional MRI 
Advanced MRI 
Diffuse disease 
Remyelination 
Regeneration and repair
CONVE NT I ON A L 
MR 
I TECHN 
I 
QUES 
T1W 
T2W 
FLAIR 
T1W+Gd
Typical lesions 
Peri 
Ventricular 
Posterior 
Fossa 
Juxta 
Cortical 
Spinal 
cord
„Clinico-radiological paradox“ 
•Lack of pathologic specificity (de-, remyelination, edema, gliosis, axonal loss) 
•Location – strategic areas 
•Underestimation of spinal cord lesions 
•Insensitivity to pathology in NAWM and NAGM 
•Plasticity of the CNS 
•Interaction between brain atrophy and lesion burden 
•Limitations of current scales (EDSS) 
Barkhof, Curr Opin in Neurology, 2002; Zivadinov, J Neurol, 2008
Department of Neurology and Centre of Clinical Neuroscience 
Charles University in Prague, 1st Medical Faculty and General University Hospital 
Advanced technique
New MRI Methods for Detecting Demyelination and Axonal Loss 
•Brain and spinal cord atrophy 
•Magnetisation transfer imaging 
•Diffusion weighted and diffusion tensor imaging 
•Magnetic resonance spectroscopy 
•Functional MRI 
•PET 
•…….
Why should we measure brain atrophy? 
Significant brain volume loss is observed from 
the earliest stage of MS and proceeds throughout 
the disease course 
Healthy controls 0.1-0.3 % per yr 
MS 0.5-1.35 % per yr 
Nicola De Stefano, CNS Drugs, 2014
How do we measure atrophy? 
Cross-sectional 
Global or regional brain volume 
Brain parenchymal fraction 
Longitudinal 
Changes in particular volumes 
% changes 
•Proprietary software 
•SIENAX 
•FreeSurfer 
•Scanview.cz 
•SIENA 
•Proprietary softwares 
–Scanview.cz 
Miller D, Brain, 2002 
Anderson, Journal of Magnetic Resonance Imaging, 2006 
De Stefano, CNS drugs, 2014
How do we measure atrophy? 
Cross-sectional 
Global or regional brain volume 
Brain parenchymal fraction 
Longitudinal 
Changes in particular volumes 
% changes 
•Proprietary software 
•SIENAX 
•FreeSurfer 
•Scanview.cz 
•SIENA 
•Proprietary softwares 
–Scanview.cz 
Miller D, Brain, 2002 Anderson, Journal of Magnetic Resonance Imaging, 2006 De Stefano, CNS drugs, 2014
How do we measure atrophy? 
Cross-sectional 
Global or regional brain volume 
Brain parenchymal fraction 
Longitudinal 
Changes in particular volumes 
% changes 
•Proprietary software 
•SIENAX 
•FreeSurfer 
•Scanview.cz 
•SIENA 
•Proprietary softwares 
–Scanview.cz 
Miller D, Brain, 2002 Anderson, Journal of Magnetic Resonance Imaging, 2006 De Stefano, CNS drugs, 2014
Department of Neurology and Centre of Clinical Neuroscience 
1st Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Czech Republic 
The results are good at a group level but difficult to apply at an individual level
Technique independent 
•‘Ageing’ – 
HC 0.1–0.3%/yr MS 0.7–1.5%/yr 
•Physiological variability (de/hydration) 
Dunning, Neurology, 2005 
•Other pathology (smoking, diet, ApoE...) 
•Rx effect, pseudoatrophy 
Zivadinov, Neurology, 2008 
Technique dependent 
•Scanner !!! 
•Protocol !!! 
•Software (measurement accuracy – around 0.2% 
•Stability of technical parameters 
•Repositioning 
Confounding factors 
ApoE, apolipoprotein E; HC, healthy control; MS, multiple sclerosis; Rx, prescription.
Technique independent 
•‘Ageing’ – 
HC 0.1–0.3%/yr MS 0.7–1.5%/yr 
•Physiological variability (de/hydration) 
Dunning, Neurology, 2005 
•Other pathology (smoking, diet, ApoE...) 
•Rx effect, pseudoatrophy 
Zivadinov, Neurology, 2008 
Technique dependent 
•Scanner 
•Protocol 
•Software (measurement accuracy – around 0.2% 
•Stability of technical parameters 
•Repositioning 
Confounding factors
Department of Neurology and Centre of Clinical Neuroscience 
1st Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Czech Republic 
Are we able to overcome these problems?
CIS, clinically isolated syndrome; IFN β, beta-interferon; MRI, magnetic resonance imaging; RRMS, relapsing–remitting MS. 
April 1999 
Avonex-Steroid-Azathioprine (ASA) study 181 patients with RRMS, mean disease duration 5.1 years, positive for oligoclonal bands 
Dec 2003 
Dec 
2009 
Dec 
2005 
Dec 
2013 
4,050 
MRI scans 
1,500 MRI scans 
Jul 
2009 
Oct 
2005 
Observational study of early IFN β-1a treatment in high-risk subjects after CIS (SET study) 
220 CIS patients, mean disease duration 4 months, positive for oligoclonal bands 
Jul 
2011 
Jul 
2013
•Since 1999 
–1.5 mm FLAIR 
–1 mm T1W 3D 
•25 min without Gd 
•Same scanner –1.5 T Philips 
Proprietary sofware, developed by 
Dr J Krásenský 
•T2, T1 lesion volume 
•BPF with % whole brain volume change 
•Regional atrophy – corpus callosum, thalamus 
www.scanview.cz 
ScanView QMRI protocol – Prague 
FLAIR, fluid-attenuated inversion recovery; Gd, gadolinium; QMRI, quantitative magnetic resonance imaging; T1W, T1-weighted.
ASA 
181 patients 
10 years of follow-up 
> 4,050 MRI scans 
SET 
220 patients 
4 years of follow-up 
> 1,500 MRI scans 
QMRI 
> 2,700 patients 
1–4 years of follow-up 
> 9,000 MRI scans 
> 3,000 patients with MS 
> 16,500 volumetric scans using the same protocol
ASA - 10 yrs evolution on 1 line therapy 1999-2003, 181 pts, mean age 31 yrs, DD 3.7 yrs 
0,5
MS patients: 
0,5-1,35% per year 
0,5 
ASA - 10 yrs evolution on 1 line therapy 1999-2003, 181 pts, mean age 31 yrs, DD 3.7 yrs
Healthy controls: 
0,1-0,3% per year 
MS patients: 
0,5-1,35% per year 
0,5 
≈5x higher
Time (years) 
88 
90 
92 
94 
96 
98 
100 
102 
104 
0 
2 
8 
4 
6 
10 
12 
14 
16 
9-Year ASA (181 Patients and 44 Healthy Controls) 
% Change in Corpus Callosum Volume 
Whole Brain Volume (%) 
Absolute Grey 
Matter Volume (mL) 
Absolute White Matter Volume (mL) 
Healthy Controls (n=44) Stable Patients (n=71) Patients with1-point Increase in EDSS at 12 Months (n=110) 
16 
400 
450 
500 
550 
600 
650 
700 
750 
800 
350 
Time (years) 
0 
2 
8 
4 
6 
10 
12 
14 
0 
0 
−10 
−20 
10 
−30 
Time (years) 
2 
8 
4 
6 
10 
12 
14 
16 
16 
650 
700 
800 
400 
450 
500 
550 
600 
350 
750 
0 
2 
8 
4 
6 
10 
12 
14 
Time (years) 
ASA=Avonex-Steroid-Azathioprine study. Horáková D Unpublished results.
Department of Neurology and Centre of Clinical Neuroscience 
Charles University in Prague, 1st Medical Faculty and General University Hospital 
Data we receive in 
a real clinical practice
Patient 1: F, 1984 , onset 2006, (22y) malignant course 
CC (%), corpus callosum % change; Load, T2 lesion load; NMR, nuclear magnetic resonance. 
Dept 
Ć.n. 
Date 
Code of purpose 
Research 
Effects 
Anatomy 
Pathology 
Load 
BPF 
Atrophy 
CC (%)
Patient 1: last examination, 22 October 2013
Patient 1: co-registration of all available scans 
22 Oct 2013 
11 Aug 2008 
30 Sep 2012 
12 Jan 2012 
16 Aug 2006 
24 Sep 2009
Patient 1: colour-coding system 
Red = new lesion since last scan; green = reduction in lesion since last scan; yellow = new lesions since first scan.
Department of Neurology and Centre of Clinical Neuroscience 
Charles University in Prague, 1st Medical Faculty and General University Hospital 
Patient 2: F, 1975, onset 92 (17y) Stable
Patient 2: Stable, F, 1975, onset 92 (17y) 
-1,88:11 yrs= 0,17 % 
Healthy controls 0,1-0,3 %
Patient 2: Stable, F, 1975, onset 92 (17y) 
9/02 
9/13 
9/11 
9/12
Patient 2: Stable, F, 1975, onset 92 (17y)
2. M, 1972, onset 2003 (31) 
1. M, 1970, onset 1998 (28) 
1
2. M, 1972, onset 2003 (31) 
1. M, 1970, onset 1998 (28)
2. M, 1972, onset 2003 (31) 
1. M, 1970, onset 1998 (28) 
1.55 cm3 
BPF 86.7 
−2.2%/13 yrs = −0.17%/yr 
+1.1% CC 
1.52 cm3 
BPF 89.47 
−5.9%/11 yrs = −0.54%/yr 
−21.2% CC
2. M, 1972, onset 2003 (31) 
1. M, 1970, onset 1998 (28) 
1
Patient 5: F, 1985, onset 2007, (22y) Early escalation
Patient 5: Early escalation 
-3%:3 yrs= 1,0 % 
3% of CC/yr 
Healthy controls 0,1-0,3 % 
-1,7%:4 yrs= 0,4 % 
1,25% of CC/yr 
Healthy controls 0,1-0,3 %
. 
Disease free concept NEDA 4 
Without 
relapses 
Without 
Disability 
progression 
Without T2 + Gd 
lesions 
Atrophy 
within a range 
of healthy 
controls 
Without 
clinical activity 
„Disease free 
Concept“ 
Without MRI 
activity 
EDSS 
Gait 
Cognition 
Havrdová a kol., Roztroušená skleróza, Triton, 2013
Scanview Q-MRI System in Prague 
Scanner 
Protocol 
Volumetric software 
Clinical implementation 
MS Centre 
Interpretation 
Database 
Personalised medicine 
Research 
Validation
Acknowledgements: 
To all patients who have participated in clinical research 
MS Center, Dpt of Neurology 
Charles University, Prague 
Prof E Havrdová, MD, PhD 
MRI Dpt, Dpt of Radiology 
Charles University, Prague 
Prof Z Seidl, Dr M Vaněčková 
and RNDr J Krásenský

More Related Content

What's hot

The Role of DaT Scan in Diagnosing Parkinson Disease
The Role of DaT Scan in Diagnosing Parkinson Disease The Role of DaT Scan in Diagnosing Parkinson Disease
The Role of DaT Scan in Diagnosing Parkinson Disease
Ade Wijaya
 
Updates of mri criteria for diagnosis of ms
Updates of mri criteria for diagnosis of msUpdates of mri criteria for diagnosis of ms
Updates of mri criteria for diagnosis of ms
Mohammad Aboulwafa
 
Highly active multiple sclerosis
Highly active multiple sclerosisHighly active multiple sclerosis
Highly active multiple sclerosis
Amr Hassan
 
MS Disease modifying agents for multiple sclerosis
MS Disease modifying agents for multiple sclerosisMS Disease modifying agents for multiple sclerosis
MS Disease modifying agents for multiple sclerosis
Hossam Sayed
 
Ben Turner - MRI workshop
Ben Turner -  MRI workshopBen Turner -  MRI workshop
Ben Turner - MRI workshop
MS Trust
 
Sirt oslo 1_feb2018
Sirt oslo 1_feb2018Sirt oslo 1_feb2018
Sirt oslo 1_feb2018
Klaus Schmierer
 
Eli Silber - Stem cells
Eli Silber - Stem cellsEli Silber - Stem cells
Eli Silber - Stem cells
MS Trust
 
Management strategies in multiple sclerosis
Management strategies in multiple sclerosisManagement strategies in multiple sclerosis
Management strategies in multiple sclerosis
Amr Hassan
 
T2T_NEDA_KS_20180413
T2T_NEDA_KS_20180413T2T_NEDA_KS_20180413
T2T_NEDA_KS_20180413
Klaus Schmierer
 
PROSPER trial journal club
PROSPER trial journal clubPROSPER trial journal club
PROSPER trial journal club
Govind Madhaw
 
MRI markers to understand progression
MRI markers to understand progressionMRI markers to understand progression
MRI markers to understand progression
Swiss Multiple Sclerosis Society
 
MRI characteristics in Relapsing- Remitting versus Secondary- Progressive MS
MRI characteristics in Relapsing- Remitting versus Secondary- Progressive MSMRI characteristics in Relapsing- Remitting versus Secondary- Progressive MS
MRI characteristics in Relapsing- Remitting versus Secondary- Progressive MS
Swiss Multiple Sclerosis Society
 
Vitamin D and Multiple Sclerosis
Vitamin D and Multiple SclerosisVitamin D and Multiple Sclerosis
Vitamin D and Multiple Sclerosis
MS Trust
 
oral drugs in multiple sclerosis
oral drugs in multiple sclerosisoral drugs in multiple sclerosis
oral drugs in multiple sclerosis
Neurology resident slides
 
Cadth 2015 c1 coles canada cadth presentation
Cadth 2015 c1 coles canada cadth presentationCadth 2015 c1 coles canada cadth presentation
Cadth 2015 c1 coles canada cadth presentation
CADTH Symposium
 
Neurosarcoidosis
NeurosarcoidosisNeurosarcoidosis
Neurosarcoidosis
Ade Wijaya
 
clinically isolated syndromes
clinically isolated syndromesclinically isolated syndromes
clinically isolated syndromes
Amr Hassan
 
Meige Syndrome
Meige SyndromeMeige Syndrome
Meige Syndrome
Ade Wijaya
 
Legg+Calve+Perthes+Disease
Legg+Calve+Perthes+DiseaseLegg+Calve+Perthes+Disease
Legg+Calve+Perthes+Diseasedhavalshah4424
 
Sequencing of Disease Modifying Treatments in Multiple Sclerosis - Belinda We...
Sequencing of Disease Modifying Treatments in Multiple Sclerosis - Belinda We...Sequencing of Disease Modifying Treatments in Multiple Sclerosis - Belinda We...
Sequencing of Disease Modifying Treatments in Multiple Sclerosis - Belinda We...
MS Trust
 

What's hot (20)

The Role of DaT Scan in Diagnosing Parkinson Disease
The Role of DaT Scan in Diagnosing Parkinson Disease The Role of DaT Scan in Diagnosing Parkinson Disease
The Role of DaT Scan in Diagnosing Parkinson Disease
 
Updates of mri criteria for diagnosis of ms
Updates of mri criteria for diagnosis of msUpdates of mri criteria for diagnosis of ms
Updates of mri criteria for diagnosis of ms
 
Highly active multiple sclerosis
Highly active multiple sclerosisHighly active multiple sclerosis
Highly active multiple sclerosis
 
MS Disease modifying agents for multiple sclerosis
MS Disease modifying agents for multiple sclerosisMS Disease modifying agents for multiple sclerosis
MS Disease modifying agents for multiple sclerosis
 
Ben Turner - MRI workshop
Ben Turner -  MRI workshopBen Turner -  MRI workshop
Ben Turner - MRI workshop
 
Sirt oslo 1_feb2018
Sirt oslo 1_feb2018Sirt oslo 1_feb2018
Sirt oslo 1_feb2018
 
Eli Silber - Stem cells
Eli Silber - Stem cellsEli Silber - Stem cells
Eli Silber - Stem cells
 
Management strategies in multiple sclerosis
Management strategies in multiple sclerosisManagement strategies in multiple sclerosis
Management strategies in multiple sclerosis
 
T2T_NEDA_KS_20180413
T2T_NEDA_KS_20180413T2T_NEDA_KS_20180413
T2T_NEDA_KS_20180413
 
PROSPER trial journal club
PROSPER trial journal clubPROSPER trial journal club
PROSPER trial journal club
 
MRI markers to understand progression
MRI markers to understand progressionMRI markers to understand progression
MRI markers to understand progression
 
MRI characteristics in Relapsing- Remitting versus Secondary- Progressive MS
MRI characteristics in Relapsing- Remitting versus Secondary- Progressive MSMRI characteristics in Relapsing- Remitting versus Secondary- Progressive MS
MRI characteristics in Relapsing- Remitting versus Secondary- Progressive MS
 
Vitamin D and Multiple Sclerosis
Vitamin D and Multiple SclerosisVitamin D and Multiple Sclerosis
Vitamin D and Multiple Sclerosis
 
oral drugs in multiple sclerosis
oral drugs in multiple sclerosisoral drugs in multiple sclerosis
oral drugs in multiple sclerosis
 
Cadth 2015 c1 coles canada cadth presentation
Cadth 2015 c1 coles canada cadth presentationCadth 2015 c1 coles canada cadth presentation
Cadth 2015 c1 coles canada cadth presentation
 
Neurosarcoidosis
NeurosarcoidosisNeurosarcoidosis
Neurosarcoidosis
 
clinically isolated syndromes
clinically isolated syndromesclinically isolated syndromes
clinically isolated syndromes
 
Meige Syndrome
Meige SyndromeMeige Syndrome
Meige Syndrome
 
Legg+Calve+Perthes+Disease
Legg+Calve+Perthes+DiseaseLegg+Calve+Perthes+Disease
Legg+Calve+Perthes+Disease
 
Sequencing of Disease Modifying Treatments in Multiple Sclerosis - Belinda We...
Sequencing of Disease Modifying Treatments in Multiple Sclerosis - Belinda We...Sequencing of Disease Modifying Treatments in Multiple Sclerosis - Belinda We...
Sequencing of Disease Modifying Treatments in Multiple Sclerosis - Belinda We...
 

Viewers also liked

Understanding clinical trials
Understanding clinical trialsUnderstanding clinical trials
Understanding clinical trials
MS Trust
 
OCT tool to MS progression
OCT tool to MS progressionOCT tool to MS progression
OCT tool to MS progression
Swiss Multiple Sclerosis Society
 
Optik sinir hastaliklari (fazlası için www.tipfakultesi.org )
Optik sinir hastaliklari (fazlası için www.tipfakultesi.org )Optik sinir hastaliklari (fazlası için www.tipfakultesi.org )
Optik sinir hastaliklari (fazlası için www.tipfakultesi.org )www.tipfakultesi. org
 
The aging brain
The aging brainThe aging brain
The aging brainCMoondog
 
The Aging Brain
The Aging BrainThe Aging Brain
The Aging Brainvacagodx
 
The aging brain(3)
The aging brain(3)The aging brain(3)
The aging brain(3)CMoondog
 
Switching therapy in Multiple sclerosis
Switching therapy in Multiple sclerosisSwitching therapy in Multiple sclerosis
Switching therapy in Multiple sclerosis
Divya Shilpa
 
Cerebral palsy summary
Cerebral palsy summaryCerebral palsy summary
Cerebral palsy summarythekumar
 
Rheumatoid arthritis for undergraduates
Rheumatoid arthritis for undergraduatesRheumatoid arthritis for undergraduates
Rheumatoid arthritis for undergraduatesDhananjaya Sabat
 
RHEUMATOID ARTHRITIS
RHEUMATOID ARTHRITISRHEUMATOID ARTHRITIS
RHEUMATOID ARTHRITISshruti87
 
Multiple sclerosis adjusted to publish
Multiple sclerosis adjusted to publishMultiple sclerosis adjusted to publish
Multiple sclerosis adjusted to publish
Ahmad Amirdash
 
The Aging Process
The Aging ProcessThe Aging Process
The Aging Process
Naomi
 
Optical Coherence Tomography in Multiple Sclerosis
Optical Coherence Tomography in Multiple SclerosisOptical Coherence Tomography in Multiple Sclerosis
Optical Coherence Tomography in Multiple Sclerosis
neurophq8
 
Optic Neuritis and OCT in Multiple Sclerosis
Optic Neuritis and OCT in Multiple Sclerosis Optic Neuritis and OCT in Multiple Sclerosis
Optic Neuritis and OCT in Multiple Sclerosis
neurophq8
 

Viewers also liked (15)

Understanding clinical trials
Understanding clinical trialsUnderstanding clinical trials
Understanding clinical trials
 
OCT tool to MS progression
OCT tool to MS progressionOCT tool to MS progression
OCT tool to MS progression
 
Optik sinir hastaliklari (fazlası için www.tipfakultesi.org )
Optik sinir hastaliklari (fazlası için www.tipfakultesi.org )Optik sinir hastaliklari (fazlası için www.tipfakultesi.org )
Optik sinir hastaliklari (fazlası için www.tipfakultesi.org )
 
The aging brain
The aging brainThe aging brain
The aging brain
 
The Aging Brain
The Aging BrainThe Aging Brain
The Aging Brain
 
The aging brain(3)
The aging brain(3)The aging brain(3)
The aging brain(3)
 
Switching therapy in Multiple sclerosis
Switching therapy in Multiple sclerosisSwitching therapy in Multiple sclerosis
Switching therapy in Multiple sclerosis
 
Cerebral palsy summary
Cerebral palsy summaryCerebral palsy summary
Cerebral palsy summary
 
Rheumatoid arthritis for undergraduates
Rheumatoid arthritis for undergraduatesRheumatoid arthritis for undergraduates
Rheumatoid arthritis for undergraduates
 
RHEUMATOID ARTHRITIS
RHEUMATOID ARTHRITISRHEUMATOID ARTHRITIS
RHEUMATOID ARTHRITIS
 
Multiple sclerosis adjusted to publish
Multiple sclerosis adjusted to publishMultiple sclerosis adjusted to publish
Multiple sclerosis adjusted to publish
 
The Aging Process
The Aging ProcessThe Aging Process
The Aging Process
 
Aging powerpoint
Aging powerpointAging powerpoint
Aging powerpoint
 
Optical Coherence Tomography in Multiple Sclerosis
Optical Coherence Tomography in Multiple SclerosisOptical Coherence Tomography in Multiple Sclerosis
Optical Coherence Tomography in Multiple Sclerosis
 
Optic Neuritis and OCT in Multiple Sclerosis
Optic Neuritis and OCT in Multiple Sclerosis Optic Neuritis and OCT in Multiple Sclerosis
Optic Neuritis and OCT in Multiple Sclerosis
 

Similar to Can brain atrophy measurement help us in monitoring MS progression in routine clinical practice?

Multidisciplinary approach to patients with cervical myelopathy
Multidisciplinary approach to patients with cervical myelopathyMultidisciplinary approach to patients with cervical myelopathy
Multidisciplinary approach to patients with cervical myelopathy
torsteinrmeling1
 
Stereotactic Radiosurgery for Malignant CNS Tumors.pptx
Stereotactic Radiosurgery  for Malignant CNS Tumors.pptxStereotactic Radiosurgery  for Malignant CNS Tumors.pptx
Stereotactic Radiosurgery for Malignant CNS Tumors.pptx
Asha Arjunan
 
Neuroprotection in neurology
Neuroprotection in neurologyNeuroprotection in neurology
Neuroprotection in neurology
Swiss Multiple Sclerosis Society
 
Monitoring the Multiple Sclerosis patient
Monitoring the Multiple Sclerosis patientMonitoring the Multiple Sclerosis patient
Monitoring the Multiple Sclerosis patient
Pramod Krishnan
 
Imaging in Acute Kidney Injury, how not to harm patients
Imaging in Acute Kidney Injury, how not to harm patientsImaging in Acute Kidney Injury, how not to harm patients
Imaging in Acute Kidney Injury, how not to harm patientsJoel Topf
 
THESIS-STUDY OF EPIDEMIOLOGY AND TREATMENT OUTCOME USING BARTHEL’S INDEX IN M...
THESIS-STUDY OF EPIDEMIOLOGY AND TREATMENT OUTCOME USING BARTHEL’S INDEX IN M...THESIS-STUDY OF EPIDEMIOLOGY AND TREATMENT OUTCOME USING BARTHEL’S INDEX IN M...
THESIS-STUDY OF EPIDEMIOLOGY AND TREATMENT OUTCOME USING BARTHEL’S INDEX IN M...
Kanhu Charan
 
Evaluation of benign thyroid nodules ablation by radio frequency
Evaluation of benign thyroid nodules ablation by radio frequencyEvaluation of benign thyroid nodules ablation by radio frequency
Evaluation of benign thyroid nodules ablation by radio frequency
TheoNtiri1
 
Lapatinib in Breast Cancer
Lapatinib in Breast CancerLapatinib in Breast Cancer
Lapatinib in Breast Cancer
Prof. Shad Salim Akhtar
 
Aula de Radiofrequencia em Nódulos Tireoidianos
Aula de Radiofrequencia em Nódulos TireoidianosAula de Radiofrequencia em Nódulos Tireoidianos
Aula de Radiofrequencia em Nódulos Tireoidianos
Leonardo Rangel
 
Apresentação de radiofrequencia
Apresentação de radiofrequenciaApresentação de radiofrequencia
Apresentação de radiofrequencia
Leonardo Rangel
 
Management of Primary CNS Lymphoma (PCNSL)
Management of Primary CNS Lymphoma (PCNSL)Management of Primary CNS Lymphoma (PCNSL)
Management of Primary CNS Lymphoma (PCNSL)
Narayan Adhikari
 
Creutzfeld-Jakob Disease: Diagnosis and Management of Prion Diseases
Creutzfeld-Jakob Disease: Diagnosis and Management of Prion DiseasesCreutzfeld-Jakob Disease: Diagnosis and Management of Prion Diseases
Creutzfeld-Jakob Disease: Diagnosis and Management of Prion Diseases
applebyb
 
Best Articles of 2012-2013 - TMA 2014 Annual Meeting
Best Articles of 2012-2013  - TMA 2014 Annual MeetingBest Articles of 2012-2013  - TMA 2014 Annual Meeting
Best Articles of 2012-2013 - TMA 2014 Annual MeetingTpillow12
 
Neuropathological correlates imperial_college_4_sl_sh_2feb2018
Neuropathological correlates imperial_college_4_sl_sh_2feb2018Neuropathological correlates imperial_college_4_sl_sh_2feb2018
Neuropathological correlates imperial_college_4_sl_sh_2feb2018
Klaus Schmierer
 
Vision therapy in_adults_with_convergence.11
Vision therapy in_adults_with_convergence.11Vision therapy in_adults_with_convergence.11
Vision therapy in_adults_with_convergence.11
Yesenia Castillo Salinas
 
Vision therapy in_adults_with_convergence.11
Vision therapy in_adults_with_convergence.11Vision therapy in_adults_with_convergence.11
Vision therapy in_adults_with_convergence.11Yesenia Castillo Salinas
 
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Yesenia Castillo Salinas
 
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...Yesenia Castillo Salinas
 
CNS Medulloblastoma radiotherapy
CNS      Medulloblastoma     radiotherapyCNS      Medulloblastoma     radiotherapy
CNS Medulloblastoma radiotherapy
AjayBansal96
 
Iv thrombolysis in clinical practicefinal 11082021
Iv thrombolysis in clinical practicefinal 11082021Iv thrombolysis in clinical practicefinal 11082021
Iv thrombolysis in clinical practicefinal 11082021
Gillian Gordon Perue
 

Similar to Can brain atrophy measurement help us in monitoring MS progression in routine clinical practice? (20)

Multidisciplinary approach to patients with cervical myelopathy
Multidisciplinary approach to patients with cervical myelopathyMultidisciplinary approach to patients with cervical myelopathy
Multidisciplinary approach to patients with cervical myelopathy
 
Stereotactic Radiosurgery for Malignant CNS Tumors.pptx
Stereotactic Radiosurgery  for Malignant CNS Tumors.pptxStereotactic Radiosurgery  for Malignant CNS Tumors.pptx
Stereotactic Radiosurgery for Malignant CNS Tumors.pptx
 
Neuroprotection in neurology
Neuroprotection in neurologyNeuroprotection in neurology
Neuroprotection in neurology
 
Monitoring the Multiple Sclerosis patient
Monitoring the Multiple Sclerosis patientMonitoring the Multiple Sclerosis patient
Monitoring the Multiple Sclerosis patient
 
Imaging in Acute Kidney Injury, how not to harm patients
Imaging in Acute Kidney Injury, how not to harm patientsImaging in Acute Kidney Injury, how not to harm patients
Imaging in Acute Kidney Injury, how not to harm patients
 
THESIS-STUDY OF EPIDEMIOLOGY AND TREATMENT OUTCOME USING BARTHEL’S INDEX IN M...
THESIS-STUDY OF EPIDEMIOLOGY AND TREATMENT OUTCOME USING BARTHEL’S INDEX IN M...THESIS-STUDY OF EPIDEMIOLOGY AND TREATMENT OUTCOME USING BARTHEL’S INDEX IN M...
THESIS-STUDY OF EPIDEMIOLOGY AND TREATMENT OUTCOME USING BARTHEL’S INDEX IN M...
 
Evaluation of benign thyroid nodules ablation by radio frequency
Evaluation of benign thyroid nodules ablation by radio frequencyEvaluation of benign thyroid nodules ablation by radio frequency
Evaluation of benign thyroid nodules ablation by radio frequency
 
Lapatinib in Breast Cancer
Lapatinib in Breast CancerLapatinib in Breast Cancer
Lapatinib in Breast Cancer
 
Aula de Radiofrequencia em Nódulos Tireoidianos
Aula de Radiofrequencia em Nódulos TireoidianosAula de Radiofrequencia em Nódulos Tireoidianos
Aula de Radiofrequencia em Nódulos Tireoidianos
 
Apresentação de radiofrequencia
Apresentação de radiofrequenciaApresentação de radiofrequencia
Apresentação de radiofrequencia
 
Management of Primary CNS Lymphoma (PCNSL)
Management of Primary CNS Lymphoma (PCNSL)Management of Primary CNS Lymphoma (PCNSL)
Management of Primary CNS Lymphoma (PCNSL)
 
Creutzfeld-Jakob Disease: Diagnosis and Management of Prion Diseases
Creutzfeld-Jakob Disease: Diagnosis and Management of Prion DiseasesCreutzfeld-Jakob Disease: Diagnosis and Management of Prion Diseases
Creutzfeld-Jakob Disease: Diagnosis and Management of Prion Diseases
 
Best Articles of 2012-2013 - TMA 2014 Annual Meeting
Best Articles of 2012-2013  - TMA 2014 Annual MeetingBest Articles of 2012-2013  - TMA 2014 Annual Meeting
Best Articles of 2012-2013 - TMA 2014 Annual Meeting
 
Neuropathological correlates imperial_college_4_sl_sh_2feb2018
Neuropathological correlates imperial_college_4_sl_sh_2feb2018Neuropathological correlates imperial_college_4_sl_sh_2feb2018
Neuropathological correlates imperial_college_4_sl_sh_2feb2018
 
Vision therapy in_adults_with_convergence.11
Vision therapy in_adults_with_convergence.11Vision therapy in_adults_with_convergence.11
Vision therapy in_adults_with_convergence.11
 
Vision therapy in_adults_with_convergence.11
Vision therapy in_adults_with_convergence.11Vision therapy in_adults_with_convergence.11
Vision therapy in_adults_with_convergence.11
 
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
 
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
Vision therapy in_adults_with_convergence_insufficiency_clinical_and_function...
 
CNS Medulloblastoma radiotherapy
CNS      Medulloblastoma     radiotherapyCNS      Medulloblastoma     radiotherapy
CNS Medulloblastoma radiotherapy
 
Iv thrombolysis in clinical practicefinal 11082021
Iv thrombolysis in clinical practicefinal 11082021Iv thrombolysis in clinical practicefinal 11082021
Iv thrombolysis in clinical practicefinal 11082021
 

More from MS Trust

Think Cognition - Finding clarity in brain health and MS management
Think Cognition - Finding clarity in brain health and MS managementThink Cognition - Finding clarity in brain health and MS management
Think Cognition - Finding clarity in brain health and MS management
MS Trust
 
TiMS Meeting: MS Trust conference 2019
TiMS Meeting: MS Trust conference 2019TiMS Meeting: MS Trust conference 2019
TiMS Meeting: MS Trust conference 2019
MS Trust
 
An update on the SNP and AMSC programmes
An update on the SNP and AMSC programmesAn update on the SNP and AMSC programmes
An update on the SNP and AMSC programmes
MS Trust
 
Managing ataxia in MS
Managing ataxia in MSManaging ataxia in MS
Managing ataxia in MS
MS Trust
 
Cerebellar Ataxia in Multiple Sclerosis
Cerebellar Ataxia in Multiple SclerosisCerebellar Ataxia in Multiple Sclerosis
Cerebellar Ataxia in Multiple Sclerosis
MS Trust
 
How to optimise exercise and good posture in people with MS
How to optimise exercise and good posture in people with MSHow to optimise exercise and good posture in people with MS
How to optimise exercise and good posture in people with MS
MS Trust
 
Food Coma or Postprandial Hypersomnolence
Food Coma or Postprandial HypersomnolenceFood Coma or Postprandial Hypersomnolence
Food Coma or Postprandial Hypersomnolence
MS Trust
 
Neurological Disorders of the Bladder & Pelvic Floor - A Holistic Approach
Neurological Disorders of the Bladder & Pelvic Floor - A Holistic ApproachNeurological Disorders of the Bladder & Pelvic Floor - A Holistic Approach
Neurological Disorders of the Bladder & Pelvic Floor - A Holistic Approach
MS Trust
 
Treatment of MS Symptoms during pregnancy and whilst breastfeeding
Treatment of MS Symptoms during pregnancy and whilst breastfeedingTreatment of MS Symptoms during pregnancy and whilst breastfeeding
Treatment of MS Symptoms during pregnancy and whilst breastfeeding
MS Trust
 
Managing pregnancy in MS – an update (Since 2016)
Managing pregnancy in MS – an update (Since 2016)Managing pregnancy in MS – an update (Since 2016)
Managing pregnancy in MS – an update (Since 2016)
MS Trust
 
Multiple Sclerosis and Sleep - A Different Perspective
Multiple Sclerosis and Sleep - A Different PerspectiveMultiple Sclerosis and Sleep - A Different Perspective
Multiple Sclerosis and Sleep - A Different Perspective
MS Trust
 
Cannabis, the good, the bad and the ugly
Cannabis, the good, the bad and the uglyCannabis, the good, the bad and the ugly
Cannabis, the good, the bad and the ugly
MS Trust
 
Demonstrating your value
Demonstrating your valueDemonstrating your value
Demonstrating your value
MS Trust
 
Vestibular and balance disorders in MS
Vestibular and balance disorders in MSVestibular and balance disorders in MS
Vestibular and balance disorders in MS
MS Trust
 
MS and work - staying in work and leaving work well
MS and work - staying in work and leaving work wellMS and work - staying in work and leaving work well
MS and work - staying in work and leaving work well
MS Trust
 
MS Nurses Skills Development Workshop
MS Nurses Skills Development WorkshopMS Nurses Skills Development Workshop
MS Nurses Skills Development Workshop
MS Trust
 
Blood Monitoring in an MS Disease Modifying Therapy Clinic
Blood Monitoring in an MS Disease Modifying Therapy ClinicBlood Monitoring in an MS Disease Modifying Therapy Clinic
Blood Monitoring in an MS Disease Modifying Therapy Clinic
MS Trust
 
A practical guide to stopping disease modifying therapy
A practical guide to stopping disease modifying therapyA practical guide to stopping disease modifying therapy
A practical guide to stopping disease modifying therapy
MS Trust
 
Considerations for pregnancy and the postnatal period
Considerations for  pregnancy and the postnatal periodConsiderations for  pregnancy and the postnatal period
Considerations for pregnancy and the postnatal period
MS Trust
 
Combined Maternal Medicine and MS service
Combined Maternal Medicine and MS serviceCombined Maternal Medicine and MS service
Combined Maternal Medicine and MS service
MS Trust
 

More from MS Trust (20)

Think Cognition - Finding clarity in brain health and MS management
Think Cognition - Finding clarity in brain health and MS managementThink Cognition - Finding clarity in brain health and MS management
Think Cognition - Finding clarity in brain health and MS management
 
TiMS Meeting: MS Trust conference 2019
TiMS Meeting: MS Trust conference 2019TiMS Meeting: MS Trust conference 2019
TiMS Meeting: MS Trust conference 2019
 
An update on the SNP and AMSC programmes
An update on the SNP and AMSC programmesAn update on the SNP and AMSC programmes
An update on the SNP and AMSC programmes
 
Managing ataxia in MS
Managing ataxia in MSManaging ataxia in MS
Managing ataxia in MS
 
Cerebellar Ataxia in Multiple Sclerosis
Cerebellar Ataxia in Multiple SclerosisCerebellar Ataxia in Multiple Sclerosis
Cerebellar Ataxia in Multiple Sclerosis
 
How to optimise exercise and good posture in people with MS
How to optimise exercise and good posture in people with MSHow to optimise exercise and good posture in people with MS
How to optimise exercise and good posture in people with MS
 
Food Coma or Postprandial Hypersomnolence
Food Coma or Postprandial HypersomnolenceFood Coma or Postprandial Hypersomnolence
Food Coma or Postprandial Hypersomnolence
 
Neurological Disorders of the Bladder & Pelvic Floor - A Holistic Approach
Neurological Disorders of the Bladder & Pelvic Floor - A Holistic ApproachNeurological Disorders of the Bladder & Pelvic Floor - A Holistic Approach
Neurological Disorders of the Bladder & Pelvic Floor - A Holistic Approach
 
Treatment of MS Symptoms during pregnancy and whilst breastfeeding
Treatment of MS Symptoms during pregnancy and whilst breastfeedingTreatment of MS Symptoms during pregnancy and whilst breastfeeding
Treatment of MS Symptoms during pregnancy and whilst breastfeeding
 
Managing pregnancy in MS – an update (Since 2016)
Managing pregnancy in MS – an update (Since 2016)Managing pregnancy in MS – an update (Since 2016)
Managing pregnancy in MS – an update (Since 2016)
 
Multiple Sclerosis and Sleep - A Different Perspective
Multiple Sclerosis and Sleep - A Different PerspectiveMultiple Sclerosis and Sleep - A Different Perspective
Multiple Sclerosis and Sleep - A Different Perspective
 
Cannabis, the good, the bad and the ugly
Cannabis, the good, the bad and the uglyCannabis, the good, the bad and the ugly
Cannabis, the good, the bad and the ugly
 
Demonstrating your value
Demonstrating your valueDemonstrating your value
Demonstrating your value
 
Vestibular and balance disorders in MS
Vestibular and balance disorders in MSVestibular and balance disorders in MS
Vestibular and balance disorders in MS
 
MS and work - staying in work and leaving work well
MS and work - staying in work and leaving work wellMS and work - staying in work and leaving work well
MS and work - staying in work and leaving work well
 
MS Nurses Skills Development Workshop
MS Nurses Skills Development WorkshopMS Nurses Skills Development Workshop
MS Nurses Skills Development Workshop
 
Blood Monitoring in an MS Disease Modifying Therapy Clinic
Blood Monitoring in an MS Disease Modifying Therapy ClinicBlood Monitoring in an MS Disease Modifying Therapy Clinic
Blood Monitoring in an MS Disease Modifying Therapy Clinic
 
A practical guide to stopping disease modifying therapy
A practical guide to stopping disease modifying therapyA practical guide to stopping disease modifying therapy
A practical guide to stopping disease modifying therapy
 
Considerations for pregnancy and the postnatal period
Considerations for  pregnancy and the postnatal periodConsiderations for  pregnancy and the postnatal period
Considerations for pregnancy and the postnatal period
 
Combined Maternal Medicine and MS service
Combined Maternal Medicine and MS serviceCombined Maternal Medicine and MS service
Combined Maternal Medicine and MS service
 

Recently uploaded

Flu Vaccine Alert in Bangalore Karnataka
Flu Vaccine Alert in Bangalore KarnatakaFlu Vaccine Alert in Bangalore Karnataka
Flu Vaccine Alert in Bangalore Karnataka
addon Scans
 
Cervical & Brachial Plexus By Dr. RIG.pptx
Cervical & Brachial Plexus By Dr. RIG.pptxCervical & Brachial Plexus By Dr. RIG.pptx
Cervical & Brachial Plexus By Dr. RIG.pptx
Dr. Rabia Inam Gandapore
 
NVBDCP.pptx Nation vector borne disease control program
NVBDCP.pptx Nation vector borne disease control programNVBDCP.pptx Nation vector borne disease control program
NVBDCP.pptx Nation vector borne disease control program
Sapna Thakur
 
Hemodialysis: Chapter 3, Dialysis Water Unit - Dr.Gawad
Hemodialysis: Chapter 3, Dialysis Water Unit - Dr.GawadHemodialysis: Chapter 3, Dialysis Water Unit - Dr.Gawad
Hemodialysis: Chapter 3, Dialysis Water Unit - Dr.Gawad
NephroTube - Dr.Gawad
 
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
i3 Health
 
Novas diretrizes da OMS para os cuidados perinatais de mais qualidade
Novas diretrizes da OMS para os cuidados perinatais de mais qualidadeNovas diretrizes da OMS para os cuidados perinatais de mais qualidade
Novas diretrizes da OMS para os cuidados perinatais de mais qualidade
Prof. Marcus Renato de Carvalho
 
Phone Us ❤85270-49040❤ #ℂall #gIRLS In Surat By Surat @ℂall @Girls Hotel With...
Phone Us ❤85270-49040❤ #ℂall #gIRLS In Surat By Surat @ℂall @Girls Hotel With...Phone Us ❤85270-49040❤ #ℂall #gIRLS In Surat By Surat @ℂall @Girls Hotel With...
Phone Us ❤85270-49040❤ #ℂall #gIRLS In Surat By Surat @ℂall @Girls Hotel With...
Savita Shen $i11
 
Maxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptx
Maxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptxMaxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptx
Maxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptx
Dr. Rabia Inam Gandapore
 
New Drug Discovery and Development .....
New Drug Discovery and Development .....New Drug Discovery and Development .....
New Drug Discovery and Development .....
NEHA GUPTA
 
24 Upakrama.pptx class ppt useful in all
24 Upakrama.pptx class ppt useful in all24 Upakrama.pptx class ppt useful in all
24 Upakrama.pptx class ppt useful in all
DrSathishMS1
 
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptxPharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Dr. Rabia Inam Gandapore
 
Superficial & Deep Fascia of the NECK.pptx
Superficial & Deep Fascia of the NECK.pptxSuperficial & Deep Fascia of the NECK.pptx
Superficial & Deep Fascia of the NECK.pptx
Dr. Rabia Inam Gandapore
 
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
GL Anaacs
 
Surat @ℂall @Girls ꧁❤8527049040❤꧂@ℂall @Girls Service Vip Top Model Safe
Surat @ℂall @Girls ꧁❤8527049040❤꧂@ℂall @Girls Service Vip Top Model SafeSurat @ℂall @Girls ꧁❤8527049040❤꧂@ℂall @Girls Service Vip Top Model Safe
Surat @ℂall @Girls ꧁❤8527049040❤꧂@ℂall @Girls Service Vip Top Model Safe
Savita Shen $i11
 
Non-respiratory Functions of the Lungs.pdf
Non-respiratory Functions of the Lungs.pdfNon-respiratory Functions of the Lungs.pdf
Non-respiratory Functions of the Lungs.pdf
MedicoseAcademics
 
How to Give Better Lectures: Some Tips for Doctors
How to Give Better Lectures: Some Tips for DoctorsHow to Give Better Lectures: Some Tips for Doctors
How to Give Better Lectures: Some Tips for Doctors
LanceCatedral
 
POST OPERATIVE OLIGURIA and its management
POST OPERATIVE OLIGURIA and its managementPOST OPERATIVE OLIGURIA and its management
POST OPERATIVE OLIGURIA and its management
touseefaziz1
 
Triangles of Neck and Clinical Correlation by Dr. RIG.pptx
Triangles of Neck and Clinical Correlation by Dr. RIG.pptxTriangles of Neck and Clinical Correlation by Dr. RIG.pptx
Triangles of Neck and Clinical Correlation by Dr. RIG.pptx
Dr. Rabia Inam Gandapore
 
ANATOMY AND PHYSIOLOGY OF URINARY SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF URINARY SYSTEM.pptxANATOMY AND PHYSIOLOGY OF URINARY SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF URINARY SYSTEM.pptx
Swetaba Besh
 
Physiology of Chemical Sensation of smell.pdf
Physiology of Chemical Sensation of smell.pdfPhysiology of Chemical Sensation of smell.pdf
Physiology of Chemical Sensation of smell.pdf
MedicoseAcademics
 

Recently uploaded (20)

Flu Vaccine Alert in Bangalore Karnataka
Flu Vaccine Alert in Bangalore KarnatakaFlu Vaccine Alert in Bangalore Karnataka
Flu Vaccine Alert in Bangalore Karnataka
 
Cervical & Brachial Plexus By Dr. RIG.pptx
Cervical & Brachial Plexus By Dr. RIG.pptxCervical & Brachial Plexus By Dr. RIG.pptx
Cervical & Brachial Plexus By Dr. RIG.pptx
 
NVBDCP.pptx Nation vector borne disease control program
NVBDCP.pptx Nation vector borne disease control programNVBDCP.pptx Nation vector borne disease control program
NVBDCP.pptx Nation vector borne disease control program
 
Hemodialysis: Chapter 3, Dialysis Water Unit - Dr.Gawad
Hemodialysis: Chapter 3, Dialysis Water Unit - Dr.GawadHemodialysis: Chapter 3, Dialysis Water Unit - Dr.Gawad
Hemodialysis: Chapter 3, Dialysis Water Unit - Dr.Gawad
 
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
 
Novas diretrizes da OMS para os cuidados perinatais de mais qualidade
Novas diretrizes da OMS para os cuidados perinatais de mais qualidadeNovas diretrizes da OMS para os cuidados perinatais de mais qualidade
Novas diretrizes da OMS para os cuidados perinatais de mais qualidade
 
Phone Us ❤85270-49040❤ #ℂall #gIRLS In Surat By Surat @ℂall @Girls Hotel With...
Phone Us ❤85270-49040❤ #ℂall #gIRLS In Surat By Surat @ℂall @Girls Hotel With...Phone Us ❤85270-49040❤ #ℂall #gIRLS In Surat By Surat @ℂall @Girls Hotel With...
Phone Us ❤85270-49040❤ #ℂall #gIRLS In Surat By Surat @ℂall @Girls Hotel With...
 
Maxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptx
Maxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptxMaxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptx
Maxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptx
 
New Drug Discovery and Development .....
New Drug Discovery and Development .....New Drug Discovery and Development .....
New Drug Discovery and Development .....
 
24 Upakrama.pptx class ppt useful in all
24 Upakrama.pptx class ppt useful in all24 Upakrama.pptx class ppt useful in all
24 Upakrama.pptx class ppt useful in all
 
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptxPharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
 
Superficial & Deep Fascia of the NECK.pptx
Superficial & Deep Fascia of the NECK.pptxSuperficial & Deep Fascia of the NECK.pptx
Superficial & Deep Fascia of the NECK.pptx
 
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
 
Surat @ℂall @Girls ꧁❤8527049040❤꧂@ℂall @Girls Service Vip Top Model Safe
Surat @ℂall @Girls ꧁❤8527049040❤꧂@ℂall @Girls Service Vip Top Model SafeSurat @ℂall @Girls ꧁❤8527049040❤꧂@ℂall @Girls Service Vip Top Model Safe
Surat @ℂall @Girls ꧁❤8527049040❤꧂@ℂall @Girls Service Vip Top Model Safe
 
Non-respiratory Functions of the Lungs.pdf
Non-respiratory Functions of the Lungs.pdfNon-respiratory Functions of the Lungs.pdf
Non-respiratory Functions of the Lungs.pdf
 
How to Give Better Lectures: Some Tips for Doctors
How to Give Better Lectures: Some Tips for DoctorsHow to Give Better Lectures: Some Tips for Doctors
How to Give Better Lectures: Some Tips for Doctors
 
POST OPERATIVE OLIGURIA and its management
POST OPERATIVE OLIGURIA and its managementPOST OPERATIVE OLIGURIA and its management
POST OPERATIVE OLIGURIA and its management
 
Triangles of Neck and Clinical Correlation by Dr. RIG.pptx
Triangles of Neck and Clinical Correlation by Dr. RIG.pptxTriangles of Neck and Clinical Correlation by Dr. RIG.pptx
Triangles of Neck and Clinical Correlation by Dr. RIG.pptx
 
ANATOMY AND PHYSIOLOGY OF URINARY SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF URINARY SYSTEM.pptxANATOMY AND PHYSIOLOGY OF URINARY SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF URINARY SYSTEM.pptx
 
Physiology of Chemical Sensation of smell.pdf
Physiology of Chemical Sensation of smell.pdfPhysiology of Chemical Sensation of smell.pdf
Physiology of Chemical Sensation of smell.pdf
 

Can brain atrophy measurement help us in monitoring MS progression in routine clinical practice?

  • 1. Department of Neurology and Centre of Clinical Neuroscience Charles University in Prague 1st Medical Faculty and General University Hospital Can brain atrophy measurement help us in monitoring MS progression in routine clinical practice? Dana Horáková
  • 2. MS center – Prague New center opened March 2007 Comprehensive care for > 4000 patients
  • 3. ASA - 10 yrs evolution of disability on IFN 1999-2003, 181 pts, age 31 yrs, disease duration 3.7 yrs 100 confirmed 12 M progression 73 stable 173 RR MS
  • 4. „MS world has changed“ 1993 2010 2006 2013 20XX 2015 ? Molecules in clinical studies, not registered yet
  • 5. „MS world has changed“ 1993 2010 2006 2013 20XX 2015 ? Molecules in clinical studies, not registered yet
  • 6. Department of Neurology and Centre of Clinical Neuroscience Charles University in Prague, 1st Medical Faculty and General University Hospital MRI is the only window we can use to look directly at patological processes in MS
  • 7. Focal inflammatory disease of white matter Conventional MRI Advanced MRI Diffuse disease Remyelination Regeneration and repair
  • 8. CONVE NT I ON A L MR I TECHN I QUES T1W T2W FLAIR T1W+Gd
  • 9. Typical lesions Peri Ventricular Posterior Fossa Juxta Cortical Spinal cord
  • 10. „Clinico-radiological paradox“ •Lack of pathologic specificity (de-, remyelination, edema, gliosis, axonal loss) •Location – strategic areas •Underestimation of spinal cord lesions •Insensitivity to pathology in NAWM and NAGM •Plasticity of the CNS •Interaction between brain atrophy and lesion burden •Limitations of current scales (EDSS) Barkhof, Curr Opin in Neurology, 2002; Zivadinov, J Neurol, 2008
  • 11. Department of Neurology and Centre of Clinical Neuroscience Charles University in Prague, 1st Medical Faculty and General University Hospital Advanced technique
  • 12. New MRI Methods for Detecting Demyelination and Axonal Loss •Brain and spinal cord atrophy •Magnetisation transfer imaging •Diffusion weighted and diffusion tensor imaging •Magnetic resonance spectroscopy •Functional MRI •PET •…….
  • 13. Why should we measure brain atrophy? Significant brain volume loss is observed from the earliest stage of MS and proceeds throughout the disease course Healthy controls 0.1-0.3 % per yr MS 0.5-1.35 % per yr Nicola De Stefano, CNS Drugs, 2014
  • 14. How do we measure atrophy? Cross-sectional Global or regional brain volume Brain parenchymal fraction Longitudinal Changes in particular volumes % changes •Proprietary software •SIENAX •FreeSurfer •Scanview.cz •SIENA •Proprietary softwares –Scanview.cz Miller D, Brain, 2002 Anderson, Journal of Magnetic Resonance Imaging, 2006 De Stefano, CNS drugs, 2014
  • 15. How do we measure atrophy? Cross-sectional Global or regional brain volume Brain parenchymal fraction Longitudinal Changes in particular volumes % changes •Proprietary software •SIENAX •FreeSurfer •Scanview.cz •SIENA •Proprietary softwares –Scanview.cz Miller D, Brain, 2002 Anderson, Journal of Magnetic Resonance Imaging, 2006 De Stefano, CNS drugs, 2014
  • 16. How do we measure atrophy? Cross-sectional Global or regional brain volume Brain parenchymal fraction Longitudinal Changes in particular volumes % changes •Proprietary software •SIENAX •FreeSurfer •Scanview.cz •SIENA •Proprietary softwares –Scanview.cz Miller D, Brain, 2002 Anderson, Journal of Magnetic Resonance Imaging, 2006 De Stefano, CNS drugs, 2014
  • 17. Department of Neurology and Centre of Clinical Neuroscience 1st Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Czech Republic The results are good at a group level but difficult to apply at an individual level
  • 18. Technique independent •‘Ageing’ – HC 0.1–0.3%/yr MS 0.7–1.5%/yr •Physiological variability (de/hydration) Dunning, Neurology, 2005 •Other pathology (smoking, diet, ApoE...) •Rx effect, pseudoatrophy Zivadinov, Neurology, 2008 Technique dependent •Scanner !!! •Protocol !!! •Software (measurement accuracy – around 0.2% •Stability of technical parameters •Repositioning Confounding factors ApoE, apolipoprotein E; HC, healthy control; MS, multiple sclerosis; Rx, prescription.
  • 19. Technique independent •‘Ageing’ – HC 0.1–0.3%/yr MS 0.7–1.5%/yr •Physiological variability (de/hydration) Dunning, Neurology, 2005 •Other pathology (smoking, diet, ApoE...) •Rx effect, pseudoatrophy Zivadinov, Neurology, 2008 Technique dependent •Scanner •Protocol •Software (measurement accuracy – around 0.2% •Stability of technical parameters •Repositioning Confounding factors
  • 20. Department of Neurology and Centre of Clinical Neuroscience 1st Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, Czech Republic Are we able to overcome these problems?
  • 21. CIS, clinically isolated syndrome; IFN β, beta-interferon; MRI, magnetic resonance imaging; RRMS, relapsing–remitting MS. April 1999 Avonex-Steroid-Azathioprine (ASA) study 181 patients with RRMS, mean disease duration 5.1 years, positive for oligoclonal bands Dec 2003 Dec 2009 Dec 2005 Dec 2013 4,050 MRI scans 1,500 MRI scans Jul 2009 Oct 2005 Observational study of early IFN β-1a treatment in high-risk subjects after CIS (SET study) 220 CIS patients, mean disease duration 4 months, positive for oligoclonal bands Jul 2011 Jul 2013
  • 22. •Since 1999 –1.5 mm FLAIR –1 mm T1W 3D •25 min without Gd •Same scanner –1.5 T Philips Proprietary sofware, developed by Dr J Krásenský •T2, T1 lesion volume •BPF with % whole brain volume change •Regional atrophy – corpus callosum, thalamus www.scanview.cz ScanView QMRI protocol – Prague FLAIR, fluid-attenuated inversion recovery; Gd, gadolinium; QMRI, quantitative magnetic resonance imaging; T1W, T1-weighted.
  • 23. ASA 181 patients 10 years of follow-up > 4,050 MRI scans SET 220 patients 4 years of follow-up > 1,500 MRI scans QMRI > 2,700 patients 1–4 years of follow-up > 9,000 MRI scans > 3,000 patients with MS > 16,500 volumetric scans using the same protocol
  • 24. ASA - 10 yrs evolution on 1 line therapy 1999-2003, 181 pts, mean age 31 yrs, DD 3.7 yrs 0,5
  • 25. MS patients: 0,5-1,35% per year 0,5 ASA - 10 yrs evolution on 1 line therapy 1999-2003, 181 pts, mean age 31 yrs, DD 3.7 yrs
  • 26. Healthy controls: 0,1-0,3% per year MS patients: 0,5-1,35% per year 0,5 ≈5x higher
  • 27. Time (years) 88 90 92 94 96 98 100 102 104 0 2 8 4 6 10 12 14 16 9-Year ASA (181 Patients and 44 Healthy Controls) % Change in Corpus Callosum Volume Whole Brain Volume (%) Absolute Grey Matter Volume (mL) Absolute White Matter Volume (mL) Healthy Controls (n=44) Stable Patients (n=71) Patients with1-point Increase in EDSS at 12 Months (n=110) 16 400 450 500 550 600 650 700 750 800 350 Time (years) 0 2 8 4 6 10 12 14 0 0 −10 −20 10 −30 Time (years) 2 8 4 6 10 12 14 16 16 650 700 800 400 450 500 550 600 350 750 0 2 8 4 6 10 12 14 Time (years) ASA=Avonex-Steroid-Azathioprine study. Horáková D Unpublished results.
  • 28. Department of Neurology and Centre of Clinical Neuroscience Charles University in Prague, 1st Medical Faculty and General University Hospital Data we receive in a real clinical practice
  • 29. Patient 1: F, 1984 , onset 2006, (22y) malignant course CC (%), corpus callosum % change; Load, T2 lesion load; NMR, nuclear magnetic resonance. Dept Ć.n. Date Code of purpose Research Effects Anatomy Pathology Load BPF Atrophy CC (%)
  • 30. Patient 1: last examination, 22 October 2013
  • 31. Patient 1: co-registration of all available scans 22 Oct 2013 11 Aug 2008 30 Sep 2012 12 Jan 2012 16 Aug 2006 24 Sep 2009
  • 32. Patient 1: colour-coding system Red = new lesion since last scan; green = reduction in lesion since last scan; yellow = new lesions since first scan.
  • 33. Department of Neurology and Centre of Clinical Neuroscience Charles University in Prague, 1st Medical Faculty and General University Hospital Patient 2: F, 1975, onset 92 (17y) Stable
  • 34. Patient 2: Stable, F, 1975, onset 92 (17y) -1,88:11 yrs= 0,17 % Healthy controls 0,1-0,3 %
  • 35. Patient 2: Stable, F, 1975, onset 92 (17y) 9/02 9/13 9/11 9/12
  • 36. Patient 2: Stable, F, 1975, onset 92 (17y)
  • 37. 2. M, 1972, onset 2003 (31) 1. M, 1970, onset 1998 (28) 1
  • 38. 2. M, 1972, onset 2003 (31) 1. M, 1970, onset 1998 (28)
  • 39. 2. M, 1972, onset 2003 (31) 1. M, 1970, onset 1998 (28) 1.55 cm3 BPF 86.7 −2.2%/13 yrs = −0.17%/yr +1.1% CC 1.52 cm3 BPF 89.47 −5.9%/11 yrs = −0.54%/yr −21.2% CC
  • 40. 2. M, 1972, onset 2003 (31) 1. M, 1970, onset 1998 (28) 1
  • 41. Patient 5: F, 1985, onset 2007, (22y) Early escalation
  • 42. Patient 5: Early escalation -3%:3 yrs= 1,0 % 3% of CC/yr Healthy controls 0,1-0,3 % -1,7%:4 yrs= 0,4 % 1,25% of CC/yr Healthy controls 0,1-0,3 %
  • 43. . Disease free concept NEDA 4 Without relapses Without Disability progression Without T2 + Gd lesions Atrophy within a range of healthy controls Without clinical activity „Disease free Concept“ Without MRI activity EDSS Gait Cognition Havrdová a kol., Roztroušená skleróza, Triton, 2013
  • 44. Scanview Q-MRI System in Prague Scanner Protocol Volumetric software Clinical implementation MS Centre Interpretation Database Personalised medicine Research Validation
  • 45. Acknowledgements: To all patients who have participated in clinical research MS Center, Dpt of Neurology Charles University, Prague Prof E Havrdová, MD, PhD MRI Dpt, Dpt of Radiology Charles University, Prague Prof Z Seidl, Dr M Vaněčková and RNDr J Krásenský