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NANOTECHNOLOGY

applied to Pascal’s-triangle coefficients, as emphasized                       6 Milton, R. C., Milton, S. C. and Kent, S. B. H. (1992) Science 256,
by the topologist Pontryagin20.                                                  1445–1448
                                                                               7 Figliozzi, G. M., Siani, M. A., Canne, L. E., Robson, B. and
The way forward                                                                  Simon, R. J. (1996) Protein Sci. 5 (Suppl.), 72
                                                                               8 Robson, B. (1996) Nat. Biotechnol. 14, 892–893
   The traditional protein and materials chemists might                        9 Levinthal, C. (1966) Sci. Am. 214, 42–44
well feel, faced with such emerging complexity, that                          10 Biegler, T. L., Coleman, T. F., Conn, A. R. and Santosa, F. N., eds
this is some Cabalistic vision of hell! However, this is                         (1997) Large Scale Optimization with Apllications, Part III: Molecular
perhaps not unexpected: these difficulties relate ulti-                          Strcuture and Optimization (IMA Volumes in Mathematics and its
mately to notoriously tough, quite general problems                              Applications) (Vol. 94), Springer-Verlag
about the development of physical systems with time                           11 Ward, D. J., Brass, A. M., Li, J., Platt, E., Chen, Y. and Robson, B.
and to what Dirac meant when he said that ‘the exact                             (1991) Peptide Pharmaceuticals (Ward, D. J., ed.), pp. 83–129, Open
application of these laws leads to equations much too                            University Press
complicated to handle’. Certainly, the chemist should                         12 Becker, O. M. and Karplus, M. (1997) J. Chem. Phys. 106, 1495–1517
not venture forth unaided but should turn increasingly                        13 Li, J., Platt, E., Waszkowycz, B., Cotterill, R. and Robson, B. (1992)
                                                                                 Biophys. Chem. 43, 221–238
to the mathematicians and computation theorists to                            14 Robson, B., Brass, A., Chen, Y. and Pendleton, B. J. (1993)
iron out the Cabalistic details and provide better vehi-                         Biopolymers 33, 1307–1315
cles and tools for the navigation of conformational                           15 Turner, J., Weiner, P. K., Robson, B., Venugopal, R., Schubele, H., II
space.                                                                           and Singh, R. (1997) in Computer Simulation of Biomolecular Systems:
   The artillery to provide the way forward glimpsed                             Theoretical and Experimental Applications (Vol. III) (van Gunsteren,
first by Dirac21 and computational visionaries like Boys                         W. F., Weiner, P. K. and Wilkinson, A. J., eds), pp. 122–149,
and Clementi is on its way. The new generations of                               Kluwer–ESCOM
multi-teraflop machines, special chips for molecular                          16 Robson, B., Platt, E. and Li, J. (1992) in Theoretical Biochemistry and
work, sophisticated configurations of software with                              Molecular Biophysics: Proteins (Vol. 2) (Beveridge, D. L. and Lavery, R.,
hierarchically organized programs and new generations                            eds), pp. 207–222, Adenine Press
                                                                              17 Henle, M. (1994) A Combinatorial Introduction to Topology, Dover
of search tools should crack the problem. If the protein                         Publications, New York, NY, USA
can do it, so can we.                                                         18 Alexandroff, P. (1961) Elementary Concepts of Topology, Dover
                                                                                 Publications, New York, NY, USA
                                                                              19 Graham, R. L., Knuth, D. E. and Patashnik, O. (1989) Concrete
References                                                                       Mathematics: A Foundation for Computer Science, Addison–Wesley
 1 Robson, B. (1976) Trends Biochem. Sci. 1, 49–51                            20 Pontryagin, L. S. (1952) Foundations of Combinatorial Topology,
 2 Drexler, E. K. (1986) Engines of Creation, Anchor/Doubleday                   Graylock Press, New York, NY, USA
 3 Robson, B. and Garnier, J. (1986) Introduction to Proteins and Protein     21 Dirac, P. A. M. (1930) The Principles of Quantum Mechanics, Oxford
   Engineering, Elsevier                                                         University Press
 4 Levitt, M. and Warschel, A. (1975) Nature 253, 694–698                     22 Tulp, A. (1972) Permeabiliteit en Reguleirung van het Metabolisme van
 5 Anfinsen, C. (1962) Brookhaven Symp. Biol. 184, 15–17                         Mitochondriën uit de Vleugspier van Musca domestica L, Elsevier




Microfluidic devices for DNA analysis
Daniel J. Ehrlich and Paul Matsudaira

Microfabricated electrophoresis devices allow us to perform short-tandem-repeat genotyping assays in under 2 min and
sequence single-stranded DNA in under 15 min. This is 10–100 times faster than standard slab-gel and capillary systems.
The microdevice format is the natural extension of 100 years of gradual improvements to electrophoresis but operates in an
almost-perfect way, limited only by the sieving medium.


     arge-scale genome-sequencing initiatives and                               No single technology can satisfy the various demands

L    recent decisions to generate large genotype data-
     bases for human forensics have generated a nearly
insatiable need for improved technology at a lower cost,
                                                                              for better assays. For example, hybridization arrays1 are
                                                                              currently an intriguing way to obtain semiquantitative
                                                                              information for gene-expression studies and other
for high-throughput and fast, nominally real-time,                            massive sampling applications. By contrast, the leading
DNA assays.                                                                   methods for more-quantitative assays and de novo
                                                                              sequencing are still based on electrophoresis. However,
D. J. Ehrlich (ehrlich@wi.mit.edu) and P. Matsudaira are at the               the format for electrophoresis will be optimized differ-
Whitehead Institute for Biomedical Research and the Massachussetts            ently for various categories of DNA assay. A primary
Institute of Technology, 9 Cambridge Center, Cambridge, MA 02142,             tool for this optimization will be photolithography and
USA.                                                                          microfabrication.

TIBTECH AUGUST 1999 (VOL 17)                      0167-7799/99/$ – see front matter © 1999 Elsevier Science. All rights reserved. PII: S0167-7799(99)01310-4   315
NANOTECHNOLOGY


                                                                                                              The procedures for making these devices are simple
                                      Cathode reservoir                                                    using current technology for semiconductor devices9,12;
                                                                Sample waste                               typically, they require one or two lithography steps at
                                                                                                           low (~10 m) resolution. The channels are semicircular
                                                                                                           in cross section with an etched depth of 40–100 m.
                                                                                                           After fabrication, DNA separations require a rigorous,
                                                                                                           stable neutralization of the intrinsic negative charge that
                                                                                                           resides on ambient SiO2 surfaces. This method was
                                                                                                           originally described by Hjerten13 to produce a co-
                                                                                                           valently bonded layer of polyacylimide on internal sur-
                                                                         Sample                            faces. Following coating, the devices are injected with
                                                       Separation        load                              the polyacrylamide (PAA) sieving solutions.
                                                       channel                                                In a DNA assay, samples are pipetted into reservoirs
                                                                                                           connected to the input ends of the injector channels.
                                 Eight separation channels                                                 A voltage is applied to electrophorese the DNA past
                                 (sample moves to bottom of page)                                          the channel-intersection points. An orthogonal bias




                                                                                 trends in Biotechnology
                                                                                                           (along the separation channel) is then applied to run
                                  Anode reservoir                                                          the sample from the channel intersection (typically only
                                                                                                           several hundred picoliters) down the separation channel,
                                                                                                           where it undergoes electrophoretic separation followed
                                                                                                           by detection via laser-induced fluorescence.
                 1 cm                                                                                         Most of this protocol is taken directly from well-
                                                                                                           established techniques in capillary electrophoresis (CE),
                                        Figure 1                                                           with the exception of sample injection. Microma-
A typical eight-lane microelectrophoresis genotyping device. The channels are micro-                       chined devices offer unmatched control of the injection
machined between two 15-cm-diameter fused-silica wafers, which are then diced into                         volume and uniform delivery of the sample compo-
six to eight individual devices. The network at the broad end of the device is matched                     nents. In CE devices, injection volumes are difficult to
to a four-tip pipette, used for sample and buffer loading. DNA is detected by laser                        control and the separations show undesired bias towards
fluorescence at the narrow end of the device. During operation, the device is housed                       low molecular weights. A second new aspect is the
in a ceramic cassette with integrated electrodes and microfluidic reservoirs.                              practicality of short, 2–15 cm, devices, which are dif-
                                                                                                           ficult to implement other than in microdevice formats.
                                                                                                           Finally, there are also numerous system-level advantages
                    In the early 1990s, the concept of micromachined                                       stemming from the fact that microfabricated devices are
                 devices for electrophoretic separation was proved2,3.                                     vast planar channel structures that allow complicated
                 This set the stage for DNA microelectrophoresis assays                                    intersections and other features to be fabricated easily.
                 to separate oligonucleotides4, restriction fragments5–7,                                  In fact, these aspects are likely to be the most important
                 sequencing mixtures8,9, PCR products10, genotyping                                        asset of the microfabricated format.
                 samples11 and short tandem repeats12 (STRs). We are
                 now at a stage where microdevices will be used at the                                     Genotyping applications
                 forefront of genetic applications, some of which require                                     Genotyping may be the first application in which the
                 a very high electrophoretic performance.                                                  new format outperforms the established technologies
                    For example, high cost, long run times, large sample                                   in almost all practical measures. One example is the
                 volumes and manual operation of gel-based electro-                                        analysis of the STR ‘CTTv’ system, which consists of
                 phoresis devices are among the most important                                             the four loci CSF1PO, TPOX, THO1 and vWA. Each
                 factors that presently limit the pace of the Human                                        of these loci contains STR alleles that differ in length
                 Genome Project. Hence, slab-gel and capillary methods                                     by four base pairs. This assay is directly compared in
                 have been optimized to near their theoretical limits. As                                  slab, capillary and microdevice formats in Fig. 2, which
                 a result, to be useful for such applications, any micro-                                  shows the difference in time scales for comparable-
                 device must improve on the already very high perfor-                                      quality results. In addition, the microdevice trace shows
                 mance standards of current methods. In the past year,                                     a series of periodic signals, which arises from a CTTv
                 it has become clear that this will be achieved. This article                              ladder (ranging from 140 to 330 bases) that is used as
                 describes the current state of the art in DNA micro-                                      an internal sizing standard for the allelic profiling. The
                 electrophoresis devices and some of the engineering                                       device performance is optimized according to the
                 issues that limit further development of the new format.                                  required electrophoretic resolution, R (Eqn 1),

                 The anatomy of a microelectrophoresis device                                                   R     [(2 ln2)1/2 (t1   t2)]    [(w1     w2) b]        (1)
                   Figure 1 illustrates a typical eight-lane microelectro-
                 phoresis device. Micromachined into fused silica, the                                     where t is the migration time of the fragment, w is the
                 heart of the structure is a series of eight pairs of inter-                               full width at half maximum of the peak and b is the
                 secting enclosed channels, each set including an injec-                                   base-number difference between the two DNA frag-
                 tor channel and a separation channel. This insert is                                      ments. The alleles of all the four loci are resolved in
                 made by the photolithography, etching and bonding of                                        2 min with resolutions (R) ranging from 1.7 for the
                 two fused silica or glass plates, and is housed in a                                      vWA locus to 1.1 for the CSF1PO locus. Forensic
                 ceramic cassette that contains microfluidic reservoirs,                                   applications typically require a resolution greater than
                 electrodes and an integrated heater.                                                      one.

316                                                                                                                                            TIBTECH AUGUST 1999 (VOL 17)
NANOTECHNOLOGY


   Microdevices are filled with a polyacrylamide sepa-
ration matrix using a syringe inserted into the separation-     a
channel exit reservoir, and the detector is placed
~26 mm from the injector. The device is then pre-
electrophoresed for 3 min at 200 V cm 1 and 50 C
across the separation channel. To load the sample,
400 V cm 1 is applied across the load and sample chan-
nels (Fig. 1). Fields of 40 V cm 1 are applied to the
cathode reservoir and separation channel to prevent the                1.3            1.6         1.9                   2.2
sample from entering them. This results in a stable                                      Time (h)
injection-plug length of 100 m and an injection                 b
volume of approximately 0.36 nl. The sample plug is
injected into the separation channel and the voltages
are switched to create a field strength of 200 V cm 1
in the separation channel and approximately 20 V cm 1
in the load and sample channels. This bias generates a
well-defined plug entering the separation channel, with
no excess sample leakage from the side channels.
                                                                       25             30         35                      40
   The field strength determines the migration speed                                   Time (min)
within the device and influences the performance of
the sieving matrix. To optimize this parameter, the field       c
strength is increased stepwise from 200 V cm 1 (typical
for capillary devices) to as high as 800 V cm 1. At high




                                                                                                                                    trends in Biotechnology
field strengths, the resolution suffers because of factors
including field-induced orientation of the DNA and
matrix distortions. The strongest permissible field (i.e.
the field that maintains a resolution of R 1) depends
on the specific locus (i.e. its molecular length).                70         80         90      100               110         120
   For field strengths below 600 V cm 1, the device and                                 Time (sec)
sieving matrix exhibit excellent long-term stability.
Migration times increase by approximately 10% during                                         Figure 2
ten consecutive runs, but the original migration time         A comparison of three different DNA-analysis techniques. (a) A slab-
can be restored by reinjecting the gel–buffer system. In      gel allelic assay of a single individual for the four-locus CTTv short-
addition, the accuracy of the allele assignment is not        tandem-repeat system (4-bp repeats), with a run time of 2.2 h.
affected by small changes in migration time because an        (b) An identical assay performed on a capillary system (run time
internal standard can be used for allele identification.        40 min). (c) The same sample run on a microdevice system9. The
No other changes in separation results are observed           small peaks are an internal standard achieved by spiking the sam-
even after 20 consecutive runs without replacing the          ple with a CTTv ladder composed of all common alleles [not added
gel–buffer system in STR experiments. Therefore, a            to (a) or (b)]; run time 2 min. The microdevice run time represents
single microdevice can be used for allelic profiling for      a speed increase of 20 over the capillary system and 70 over
prolonged periods and multiple applications with the          the slab gel.
need for only periodic reinjection of the gel.
                                                              laries tend to load excessive sample and distort sample
DNA sequencing                                                concentrations, leading to a more-complicated, non-
   DNA sequencing applications require longer devices         ideal performance. As a result, only a few matrix-related
than those used for genotyping8,9. The trade-off in assay     parameters need to be measured for a microdevice
speed against required resolution and read length has         before a general model can be developed. At the limit,
still to be defined over the full range of PAA sieving        when injection and diffusion are the sole contributors
materials. Figure 3 shows data from a four-color detec-       to peak width, the theoretical resolution Rt achievable
tor with a total read length of ~525 bases. The signal        for two adjacent DNA sequencing fragments during an
remains strong throughout the separation, with an             electrophoretic separation can be described by Eqn 29,
almost uniform signal to noise ratio of 50:1. Analy-
sis of such traces indicates that single-base resolution                Rt     [      L (sinj2     2Dt)    1/2]     4                        (2)
can be achieved for 200 bases in 8 min, for 300 bases
in 11 min, for 400 bases in only 13 min and for               where         is the difference in the electrophoretic
525 bases in only 20 min. The same sequencing analy-          mobilities of the two DNA fragments, is their aver-
sis, when performed at 400 V cm 1 under otherwise-            age electrophoretic mobility, L is the effective sepa-
identical conditions, requires only 7 min and generates       ration distance, sinj2 is the variance of the injected sample
a maximum read length of approximately 350 bases.             plug, D is the longitudinal diffusion coefficient of the
                                                              fragments and t is the separation time.         / is a meas-
Scaling considerations and the limits of                      ure of the selectivity of the separation process and
microelectrophoresis devices                                  depends on the matrix type, fragment size and field
  Microelectrophoresis devices can be operated in a           strength. For DNA analyses, the essential point is that
nearly ideal regime and free of injection-related broad-      D and        / are dependent on the field strength,
ening factors. More-conventional slab gels and capil-         owing to orientation or conformation changes of the

TIBTECH AUGUST 1999 (VOL 17)                                                                                                                                  317
NANOTECHNOLOGY


                                                                             data up to a read length of approximately 500 bases
                                                                             using a 11.5-cm-long device in 20 min or less (Fig. 3).
                                                                             Somewhat better results and a longer read length will
                                                                             be possible with very-well-adjusted base-calling software
                                                                             (B. L. Karger et al., unpublished).
                                                                               The application of these techniques to genotyping
                                                                             requires the optimization of different parameters,
                                                                             particularly for extremely fast separations; for example,
                                                                             DNA fingerprinting using various 4-base-repeat STR
                                                                             systems might be achieved in near-real time9. The prin-
                                                                             cipal alleles from the first three loci of the CTTv STR
                                                                             system should be resolved in less than 4 sec (4% PAA,
                                                                             500 V cm 1, 10 m injector, 50 C) but requires an
                                                                             optimized injector geometry.

                                                                             Full automation
                                                                               One of the most important needs for commercial
                                                                             applications is the full automation of DNA sequenc-
                                                                             ing. Current commercial technology requires a num-
                                                                             ber of manual steps (e.g. pouring slab gels, loading
                                                                             DNA samples), but important inroads are being made
                                                                             with multicolumn capillaries14,15. Nevertheless, it is
                                                                             anticipated that microfabricated devices will rapidly
                                                                             become the format of choice for automated sequenc-
                                                                             ing. Compared with capillary systems, the microfabri-
                                                                             cated devices offer identical or improved performance,
                                                                             bulk manufacture with automated equipment (i.e. no
                                                                             manual assembly of columns) and the potential to
                                                                             develop built-in interfaces to a precision robotic front
                                                                             end (sample and gel loader) and detector (i.e. litho-
                                                                             graphically defined tolerances at the fluid and data
                                                                             interfaces of the multichannel device).

                                                                             Massive parallelism
                                                                                Given the compelling need for high sample through-
                                                                             put in DNA sequencing, one obvious question is, how
                                                                             many samples can be analysed simultaneously on one
                                                                             system? Microfabrication per se will not be limiting for
                                                                             many generations of devices, particularly because only
                                                                             the simplest methods have been used to date. Robots
                                                   trends in Biotechnology   can easily achieve the spatial resolution required and
                                                                             should not be cost prohibitive. If a conventional CCD
                                  Figure 3
                                                                             large-field imaging detector was used, the pixels avail-
       DNA sequencing results for a sample run on an electrophoresis
                                                                             able in the array could limit the device to approximately
       microdevice 11.5 cm long and containing a 3% linear polyacrylamide
                                                                             200 lanes. However, the pixel count requirement ( 50
       sieving matrix (molecular weight 6 000 000 Da) separated at
                                                                             pixels per channel) is not demanding, opening the way
       150 V cm 1 and 45 C. The analysis time required is only 20 min,
                                                                             for the less-conventional use of imaging devices. More-
       with 100% accuracy between 30 and 525 base pairs; between 525
                                                                             over, a scanning detector is certainly capable of greater
       and 570 bases, the accuracy decreases to 90%.
                                                                             than 2000 channels. Consequently, microfabricated
                                                                             devices of several thousand lanes or more are potentially
                                                                             possible.
       DNA fragments. These dependencies are difficult to
       measure but are crucial to generating a predictive model.             Conclusions
                                                                               The greatest improvement in channel performance
       Device length and assay speed                                         using microdevices applies to assays such as genotyping,
         Based on the measurement of the field-dependent                     which can take advantage of the unique practicality of
       selectivity and lateral-diffusion coefficient8, the maxi-             short devices in the new format, but longer sequenc-
       mum read length can be predicted12 for a given PAA                    ing reads will require long devices. However, micro-
       concentration, separation length, temperature and bias.               fabricated devices have fewer single-channel performance
       These calculations, however, require careful measure-                 advantages over capillary systems as the channel length
       ment of field-dependent broadening, mainly anisotropic                increases. Systems advantages such as interface compat-
       diffusion of the DNA in the presence of a field.                      ibility, geometrical flexibility, microfluidics integration
       Careful measurements of dynamic PAA-sieving per-                      and ease of device manufacture are all intrinsic to the
       formance have only been made in a few cases12. A res-                 microfabricated format and are relevant to all highly
       olution of R      0.5 results in high-quality separation              multiplexed applications, even for long-channel systems.

318                                                                                                            TIBTECH AUGUST 1999 (VOL 17)
FOCUS

   One of the strengths of microelectrophoresis devices                       3 Pace, S. J. (1990) US Patent 4 908 112
is clearly the increase in assay speed. DNA-finger-                           4 Effenhauser, C. S., Paulus, A., Manz, A. and Widmer, H. M. (1994)
printing applications, such as STR analysis, are now                            Anal. Chem. 66, 2949–2953
                                                                              5 Woolley, A. T. and Mathies, R. A. (1994) Proc. Natl. Acad. Sci.
possible in minutes or even seconds. This speed offers
                                                                                U. S. A. 91, 11348–11352
many new applications for genotyping. However, the                            6 Jacobson, S. C. and Ramsey, J. M. (1996) Anal. Chem. 68,
advantages of highly multiplexed or automated systems                           720–723
remain to be demonstrated but should not really be a                          7 McCormick, R. M., Nelson, R. J., Alonso-Amigo, M. G.,
problem once resources are applied to the problem of                            Benvegnu, D. J. and Hooper, H. H. (1997) Anal. Chem. 69,
scale up. Automating the microdevice format may well                            2626–2630
push the sequencing-throughput bottleneck back into                           8 Woolley, A. T. and Mathies, R. A. (1995) Anal. Chem. 67,
sample preparation.                                                             3676–3680
                                                                              9 Schmalzing, D., Koutny, L., Adourian, A., Belgrader, P.,
Acknowledgments                                                                 Matsudaira, P. and Ehrlich, D. (1997) Proc. Natl. Acad. Sci. U. S. A.
                                                                                94, 10273–10278
   The authors’ work was supported by the US
                                                                             10 Woolley, A. T., Hadley, D., Landre, P., deMello, A. J., Mathies, R. A.
National Institutes of Health and the US Air Force                              and Northrup, M. A. (1996) Anal. Chem. 68, 4081–4086
Office of Scientific Research. We thank A. Adourian,                         11 Woolley, A. T., Sensabaugh, G. F. and Mathies, R. A. (1997) Anal.
L. Koutny and D. Schmalzing for extensive contribu-                             Chem. 69, 2181–2186
tions to the Whitehead Institute results discussed here.                     12 Schmalzing, D., Adourian, A., Koutny, L., Ziaugra, L., Matsudaira, P.
                                                                                and Ehrlich, D. J. (1998) Anal. Chem. 70, 2303–2310
References                                                                   13 Hjerten, S. J. (1985) J. Chromatogr. 347, 191–198
 1 Fodor, S. et al. (1996) Science 274, 610–614                              14 Mathies, R. A. and Huang, X. C. (1992) Nature 359, 167–169
 2 Manz, A. et al. (1992) J. Chromatogr. 593, 253–258                        15 Ueno, T. and Yeung, E. S. (1994) Anal. Chem. 66, 1424–1431




Cytokines: from technology to therapeutics
Anthony R. Mire-Sluis

Cytokines are playing an ever-increasing role in the treatment of human disease. The characterization of these proteins plays
a vital role in their development as useful therapeutic agents. Physicochemical techniques can produce information about the
structure and composition of cytokine therapeutics but cannot yet predict their biological activity, for which biological assays
are required. Because of the large number of techniques available and the variety of products requiring analysis, the tests
used to characterize cytokine products must be both appropriate for the product and adequately controlled if the information
they provide is to be of value.



       ytokines and growth factors mediate a wide                            DNA screening that appear to have cytokine-like

C      range of physiological processes, including
       haematopoiesis, immune responses, wound heal-
ing and general tissue maintenance1; for the purposes
                                                                             properties but whose true functions remain unidentified3.
                                                                                Widespread application of recombinant DNA technol-
                                                                             ogy within the biotechnology industry has dramatically
of this review, growth factors will be included in the                       increased the number of cytokines available for clinical
term ‘cytokine’. As cytokines are involved in many                           evaluation (Table 1). New cytokines are being dis-
physiological processes, it is not surprising that they are                  covered, cloned and entered into clinical trials at such
also involved in the pathogenesis of many diseases.                          a rate that their structural properties and biological activ-
Associated with this is their vast potential in replace-                     ities are often poorly understood during their develop-
ment or modulatory therapy2. Recombinant DNA                                 ment as therapeutic agents.
technology has resulted in the discovery of increasing                          Safety, efficacy and quality are major concerns for the
numbers of proteins that have been categorized as                            success of any biological product. Safety, involving tox-
either cytokines or growth factors. There are over 150                       icity and possible infectious agents, is dealt with through
well-established cytokines and growth factors3, and many                     well-documented procedures (regulatory guidelines
other proteins have been discovered through random                           available from the European Medicines Evaluation
                                                                             Agency website http://www.eudra.org/emea.html) but
A. R. Mire-Sluis (amire-sluis@nibsc.ac.uk) is at the Division of             efficacy can only be evaluated through clinical trials4.
Immunobiology, National Institute for Biological Standards and Control,      Quality assessment needs to address a variety of issues
Blanche Lane, South Mimms, Potters Bar, UK EN6 3QG.                          including heterogeneity, consistency, potency, stability

TIBTECH AUGUST 1999 (VOL 17)                     0167-7799/99/$ – see front matter © 1999 Elsevier Science. All rights reserved. PII: S0167-7799(99)01330-X      319

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1999 microfluidic devices for dna analysis

  • 1. NANOTECHNOLOGY applied to Pascal’s-triangle coefficients, as emphasized 6 Milton, R. C., Milton, S. C. and Kent, S. B. H. (1992) Science 256, by the topologist Pontryagin20. 1445–1448 7 Figliozzi, G. M., Siani, M. A., Canne, L. E., Robson, B. and The way forward Simon, R. J. (1996) Protein Sci. 5 (Suppl.), 72 8 Robson, B. (1996) Nat. Biotechnol. 14, 892–893 The traditional protein and materials chemists might 9 Levinthal, C. (1966) Sci. Am. 214, 42–44 well feel, faced with such emerging complexity, that 10 Biegler, T. L., Coleman, T. F., Conn, A. R. and Santosa, F. N., eds this is some Cabalistic vision of hell! However, this is (1997) Large Scale Optimization with Apllications, Part III: Molecular perhaps not unexpected: these difficulties relate ulti- Strcuture and Optimization (IMA Volumes in Mathematics and its mately to notoriously tough, quite general problems Applications) (Vol. 94), Springer-Verlag about the development of physical systems with time 11 Ward, D. J., Brass, A. M., Li, J., Platt, E., Chen, Y. and Robson, B. and to what Dirac meant when he said that ‘the exact (1991) Peptide Pharmaceuticals (Ward, D. J., ed.), pp. 83–129, Open application of these laws leads to equations much too University Press complicated to handle’. Certainly, the chemist should 12 Becker, O. M. and Karplus, M. (1997) J. Chem. Phys. 106, 1495–1517 not venture forth unaided but should turn increasingly 13 Li, J., Platt, E., Waszkowycz, B., Cotterill, R. and Robson, B. (1992) Biophys. Chem. 43, 221–238 to the mathematicians and computation theorists to 14 Robson, B., Brass, A., Chen, Y. and Pendleton, B. J. (1993) iron out the Cabalistic details and provide better vehi- Biopolymers 33, 1307–1315 cles and tools for the navigation of conformational 15 Turner, J., Weiner, P. K., Robson, B., Venugopal, R., Schubele, H., II space. and Singh, R. (1997) in Computer Simulation of Biomolecular Systems: The artillery to provide the way forward glimpsed Theoretical and Experimental Applications (Vol. III) (van Gunsteren, first by Dirac21 and computational visionaries like Boys W. F., Weiner, P. K. and Wilkinson, A. J., eds), pp. 122–149, and Clementi is on its way. The new generations of Kluwer–ESCOM multi-teraflop machines, special chips for molecular 16 Robson, B., Platt, E. and Li, J. (1992) in Theoretical Biochemistry and work, sophisticated configurations of software with Molecular Biophysics: Proteins (Vol. 2) (Beveridge, D. L. and Lavery, R., hierarchically organized programs and new generations eds), pp. 207–222, Adenine Press 17 Henle, M. (1994) A Combinatorial Introduction to Topology, Dover of search tools should crack the problem. If the protein Publications, New York, NY, USA can do it, so can we. 18 Alexandroff, P. (1961) Elementary Concepts of Topology, Dover Publications, New York, NY, USA 19 Graham, R. L., Knuth, D. E. and Patashnik, O. (1989) Concrete References Mathematics: A Foundation for Computer Science, Addison–Wesley 1 Robson, B. (1976) Trends Biochem. Sci. 1, 49–51 20 Pontryagin, L. S. (1952) Foundations of Combinatorial Topology, 2 Drexler, E. K. (1986) Engines of Creation, Anchor/Doubleday Graylock Press, New York, NY, USA 3 Robson, B. and Garnier, J. (1986) Introduction to Proteins and Protein 21 Dirac, P. A. M. (1930) The Principles of Quantum Mechanics, Oxford Engineering, Elsevier University Press 4 Levitt, M. and Warschel, A. (1975) Nature 253, 694–698 22 Tulp, A. (1972) Permeabiliteit en Reguleirung van het Metabolisme van 5 Anfinsen, C. (1962) Brookhaven Symp. Biol. 184, 15–17 Mitochondriën uit de Vleugspier van Musca domestica L, Elsevier Microfluidic devices for DNA analysis Daniel J. Ehrlich and Paul Matsudaira Microfabricated electrophoresis devices allow us to perform short-tandem-repeat genotyping assays in under 2 min and sequence single-stranded DNA in under 15 min. This is 10–100 times faster than standard slab-gel and capillary systems. The microdevice format is the natural extension of 100 years of gradual improvements to electrophoresis but operates in an almost-perfect way, limited only by the sieving medium. arge-scale genome-sequencing initiatives and No single technology can satisfy the various demands L recent decisions to generate large genotype data- bases for human forensics have generated a nearly insatiable need for improved technology at a lower cost, for better assays. For example, hybridization arrays1 are currently an intriguing way to obtain semiquantitative information for gene-expression studies and other for high-throughput and fast, nominally real-time, massive sampling applications. By contrast, the leading DNA assays. methods for more-quantitative assays and de novo sequencing are still based on electrophoresis. However, D. J. Ehrlich (ehrlich@wi.mit.edu) and P. Matsudaira are at the the format for electrophoresis will be optimized differ- Whitehead Institute for Biomedical Research and the Massachussetts ently for various categories of DNA assay. A primary Institute of Technology, 9 Cambridge Center, Cambridge, MA 02142, tool for this optimization will be photolithography and USA. microfabrication. TIBTECH AUGUST 1999 (VOL 17) 0167-7799/99/$ – see front matter © 1999 Elsevier Science. All rights reserved. PII: S0167-7799(99)01310-4 315
  • 2. NANOTECHNOLOGY The procedures for making these devices are simple Cathode reservoir using current technology for semiconductor devices9,12; Sample waste typically, they require one or two lithography steps at low (~10 m) resolution. The channels are semicircular in cross section with an etched depth of 40–100 m. After fabrication, DNA separations require a rigorous, stable neutralization of the intrinsic negative charge that resides on ambient SiO2 surfaces. This method was originally described by Hjerten13 to produce a co- valently bonded layer of polyacylimide on internal sur- Sample faces. Following coating, the devices are injected with Separation load the polyacrylamide (PAA) sieving solutions. channel In a DNA assay, samples are pipetted into reservoirs connected to the input ends of the injector channels. Eight separation channels A voltage is applied to electrophorese the DNA past (sample moves to bottom of page) the channel-intersection points. An orthogonal bias trends in Biotechnology (along the separation channel) is then applied to run Anode reservoir the sample from the channel intersection (typically only several hundred picoliters) down the separation channel, where it undergoes electrophoretic separation followed by detection via laser-induced fluorescence. 1 cm Most of this protocol is taken directly from well- established techniques in capillary electrophoresis (CE), Figure 1 with the exception of sample injection. Microma- A typical eight-lane microelectrophoresis genotyping device. The channels are micro- chined devices offer unmatched control of the injection machined between two 15-cm-diameter fused-silica wafers, which are then diced into volume and uniform delivery of the sample compo- six to eight individual devices. The network at the broad end of the device is matched nents. In CE devices, injection volumes are difficult to to a four-tip pipette, used for sample and buffer loading. DNA is detected by laser control and the separations show undesired bias towards fluorescence at the narrow end of the device. During operation, the device is housed low molecular weights. A second new aspect is the in a ceramic cassette with integrated electrodes and microfluidic reservoirs. practicality of short, 2–15 cm, devices, which are dif- ficult to implement other than in microdevice formats. Finally, there are also numerous system-level advantages In the early 1990s, the concept of micromachined stemming from the fact that microfabricated devices are devices for electrophoretic separation was proved2,3. vast planar channel structures that allow complicated This set the stage for DNA microelectrophoresis assays intersections and other features to be fabricated easily. to separate oligonucleotides4, restriction fragments5–7, In fact, these aspects are likely to be the most important sequencing mixtures8,9, PCR products10, genotyping asset of the microfabricated format. samples11 and short tandem repeats12 (STRs). We are now at a stage where microdevices will be used at the Genotyping applications forefront of genetic applications, some of which require Genotyping may be the first application in which the a very high electrophoretic performance. new format outperforms the established technologies For example, high cost, long run times, large sample in almost all practical measures. One example is the volumes and manual operation of gel-based electro- analysis of the STR ‘CTTv’ system, which consists of phoresis devices are among the most important the four loci CSF1PO, TPOX, THO1 and vWA. Each factors that presently limit the pace of the Human of these loci contains STR alleles that differ in length Genome Project. Hence, slab-gel and capillary methods by four base pairs. This assay is directly compared in have been optimized to near their theoretical limits. As slab, capillary and microdevice formats in Fig. 2, which a result, to be useful for such applications, any micro- shows the difference in time scales for comparable- device must improve on the already very high perfor- quality results. In addition, the microdevice trace shows mance standards of current methods. In the past year, a series of periodic signals, which arises from a CTTv it has become clear that this will be achieved. This article ladder (ranging from 140 to 330 bases) that is used as describes the current state of the art in DNA micro- an internal sizing standard for the allelic profiling. The electrophoresis devices and some of the engineering device performance is optimized according to the issues that limit further development of the new format. required electrophoretic resolution, R (Eqn 1), The anatomy of a microelectrophoresis device R [(2 ln2)1/2 (t1 t2)] [(w1 w2) b] (1) Figure 1 illustrates a typical eight-lane microelectro- phoresis device. Micromachined into fused silica, the where t is the migration time of the fragment, w is the heart of the structure is a series of eight pairs of inter- full width at half maximum of the peak and b is the secting enclosed channels, each set including an injec- base-number difference between the two DNA frag- tor channel and a separation channel. This insert is ments. The alleles of all the four loci are resolved in made by the photolithography, etching and bonding of 2 min with resolutions (R) ranging from 1.7 for the two fused silica or glass plates, and is housed in a vWA locus to 1.1 for the CSF1PO locus. Forensic ceramic cassette that contains microfluidic reservoirs, applications typically require a resolution greater than electrodes and an integrated heater. one. 316 TIBTECH AUGUST 1999 (VOL 17)
  • 3. NANOTECHNOLOGY Microdevices are filled with a polyacrylamide sepa- ration matrix using a syringe inserted into the separation- a channel exit reservoir, and the detector is placed ~26 mm from the injector. The device is then pre- electrophoresed for 3 min at 200 V cm 1 and 50 C across the separation channel. To load the sample, 400 V cm 1 is applied across the load and sample chan- nels (Fig. 1). Fields of 40 V cm 1 are applied to the cathode reservoir and separation channel to prevent the 1.3 1.6 1.9 2.2 sample from entering them. This results in a stable Time (h) injection-plug length of 100 m and an injection b volume of approximately 0.36 nl. The sample plug is injected into the separation channel and the voltages are switched to create a field strength of 200 V cm 1 in the separation channel and approximately 20 V cm 1 in the load and sample channels. This bias generates a well-defined plug entering the separation channel, with no excess sample leakage from the side channels. 25 30 35 40 The field strength determines the migration speed Time (min) within the device and influences the performance of the sieving matrix. To optimize this parameter, the field c strength is increased stepwise from 200 V cm 1 (typical for capillary devices) to as high as 800 V cm 1. At high trends in Biotechnology field strengths, the resolution suffers because of factors including field-induced orientation of the DNA and matrix distortions. The strongest permissible field (i.e. the field that maintains a resolution of R 1) depends on the specific locus (i.e. its molecular length). 70 80 90 100 110 120 For field strengths below 600 V cm 1, the device and Time (sec) sieving matrix exhibit excellent long-term stability. Migration times increase by approximately 10% during Figure 2 ten consecutive runs, but the original migration time A comparison of three different DNA-analysis techniques. (a) A slab- can be restored by reinjecting the gel–buffer system. In gel allelic assay of a single individual for the four-locus CTTv short- addition, the accuracy of the allele assignment is not tandem-repeat system (4-bp repeats), with a run time of 2.2 h. affected by small changes in migration time because an (b) An identical assay performed on a capillary system (run time internal standard can be used for allele identification. 40 min). (c) The same sample run on a microdevice system9. The No other changes in separation results are observed small peaks are an internal standard achieved by spiking the sam- even after 20 consecutive runs without replacing the ple with a CTTv ladder composed of all common alleles [not added gel–buffer system in STR experiments. Therefore, a to (a) or (b)]; run time 2 min. The microdevice run time represents single microdevice can be used for allelic profiling for a speed increase of 20 over the capillary system and 70 over prolonged periods and multiple applications with the the slab gel. need for only periodic reinjection of the gel. laries tend to load excessive sample and distort sample DNA sequencing concentrations, leading to a more-complicated, non- DNA sequencing applications require longer devices ideal performance. As a result, only a few matrix-related than those used for genotyping8,9. The trade-off in assay parameters need to be measured for a microdevice speed against required resolution and read length has before a general model can be developed. At the limit, still to be defined over the full range of PAA sieving when injection and diffusion are the sole contributors materials. Figure 3 shows data from a four-color detec- to peak width, the theoretical resolution Rt achievable tor with a total read length of ~525 bases. The signal for two adjacent DNA sequencing fragments during an remains strong throughout the separation, with an electrophoretic separation can be described by Eqn 29, almost uniform signal to noise ratio of 50:1. Analy- sis of such traces indicates that single-base resolution Rt [ L (sinj2 2Dt) 1/2] 4 (2) can be achieved for 200 bases in 8 min, for 300 bases in 11 min, for 400 bases in only 13 min and for where is the difference in the electrophoretic 525 bases in only 20 min. The same sequencing analy- mobilities of the two DNA fragments, is their aver- sis, when performed at 400 V cm 1 under otherwise- age electrophoretic mobility, L is the effective sepa- identical conditions, requires only 7 min and generates ration distance, sinj2 is the variance of the injected sample a maximum read length of approximately 350 bases. plug, D is the longitudinal diffusion coefficient of the fragments and t is the separation time. / is a meas- Scaling considerations and the limits of ure of the selectivity of the separation process and microelectrophoresis devices depends on the matrix type, fragment size and field Microelectrophoresis devices can be operated in a strength. For DNA analyses, the essential point is that nearly ideal regime and free of injection-related broad- D and / are dependent on the field strength, ening factors. More-conventional slab gels and capil- owing to orientation or conformation changes of the TIBTECH AUGUST 1999 (VOL 17) 317
  • 4. NANOTECHNOLOGY data up to a read length of approximately 500 bases using a 11.5-cm-long device in 20 min or less (Fig. 3). Somewhat better results and a longer read length will be possible with very-well-adjusted base-calling software (B. L. Karger et al., unpublished). The application of these techniques to genotyping requires the optimization of different parameters, particularly for extremely fast separations; for example, DNA fingerprinting using various 4-base-repeat STR systems might be achieved in near-real time9. The prin- cipal alleles from the first three loci of the CTTv STR system should be resolved in less than 4 sec (4% PAA, 500 V cm 1, 10 m injector, 50 C) but requires an optimized injector geometry. Full automation One of the most important needs for commercial applications is the full automation of DNA sequenc- ing. Current commercial technology requires a num- ber of manual steps (e.g. pouring slab gels, loading DNA samples), but important inroads are being made with multicolumn capillaries14,15. Nevertheless, it is anticipated that microfabricated devices will rapidly become the format of choice for automated sequenc- ing. Compared with capillary systems, the microfabri- cated devices offer identical or improved performance, bulk manufacture with automated equipment (i.e. no manual assembly of columns) and the potential to develop built-in interfaces to a precision robotic front end (sample and gel loader) and detector (i.e. litho- graphically defined tolerances at the fluid and data interfaces of the multichannel device). Massive parallelism Given the compelling need for high sample through- put in DNA sequencing, one obvious question is, how many samples can be analysed simultaneously on one system? Microfabrication per se will not be limiting for many generations of devices, particularly because only the simplest methods have been used to date. Robots trends in Biotechnology can easily achieve the spatial resolution required and should not be cost prohibitive. If a conventional CCD Figure 3 large-field imaging detector was used, the pixels avail- DNA sequencing results for a sample run on an electrophoresis able in the array could limit the device to approximately microdevice 11.5 cm long and containing a 3% linear polyacrylamide 200 lanes. However, the pixel count requirement ( 50 sieving matrix (molecular weight 6 000 000 Da) separated at pixels per channel) is not demanding, opening the way 150 V cm 1 and 45 C. The analysis time required is only 20 min, for the less-conventional use of imaging devices. More- with 100% accuracy between 30 and 525 base pairs; between 525 over, a scanning detector is certainly capable of greater and 570 bases, the accuracy decreases to 90%. than 2000 channels. Consequently, microfabricated devices of several thousand lanes or more are potentially possible. DNA fragments. These dependencies are difficult to measure but are crucial to generating a predictive model. Conclusions The greatest improvement in channel performance Device length and assay speed using microdevices applies to assays such as genotyping, Based on the measurement of the field-dependent which can take advantage of the unique practicality of selectivity and lateral-diffusion coefficient8, the maxi- short devices in the new format, but longer sequenc- mum read length can be predicted12 for a given PAA ing reads will require long devices. However, micro- concentration, separation length, temperature and bias. fabricated devices have fewer single-channel performance These calculations, however, require careful measure- advantages over capillary systems as the channel length ment of field-dependent broadening, mainly anisotropic increases. Systems advantages such as interface compat- diffusion of the DNA in the presence of a field. ibility, geometrical flexibility, microfluidics integration Careful measurements of dynamic PAA-sieving per- and ease of device manufacture are all intrinsic to the formance have only been made in a few cases12. A res- microfabricated format and are relevant to all highly olution of R 0.5 results in high-quality separation multiplexed applications, even for long-channel systems. 318 TIBTECH AUGUST 1999 (VOL 17)
  • 5. FOCUS One of the strengths of microelectrophoresis devices 3 Pace, S. J. (1990) US Patent 4 908 112 is clearly the increase in assay speed. DNA-finger- 4 Effenhauser, C. S., Paulus, A., Manz, A. and Widmer, H. M. (1994) printing applications, such as STR analysis, are now Anal. Chem. 66, 2949–2953 5 Woolley, A. T. and Mathies, R. A. (1994) Proc. Natl. Acad. Sci. possible in minutes or even seconds. This speed offers U. S. A. 91, 11348–11352 many new applications for genotyping. However, the 6 Jacobson, S. C. and Ramsey, J. M. (1996) Anal. Chem. 68, advantages of highly multiplexed or automated systems 720–723 remain to be demonstrated but should not really be a 7 McCormick, R. M., Nelson, R. J., Alonso-Amigo, M. G., problem once resources are applied to the problem of Benvegnu, D. J. and Hooper, H. H. (1997) Anal. Chem. 69, scale up. Automating the microdevice format may well 2626–2630 push the sequencing-throughput bottleneck back into 8 Woolley, A. T. and Mathies, R. A. (1995) Anal. Chem. 67, sample preparation. 3676–3680 9 Schmalzing, D., Koutny, L., Adourian, A., Belgrader, P., Acknowledgments Matsudaira, P. and Ehrlich, D. (1997) Proc. Natl. Acad. Sci. U. S. A. 94, 10273–10278 The authors’ work was supported by the US 10 Woolley, A. T., Hadley, D., Landre, P., deMello, A. J., Mathies, R. A. National Institutes of Health and the US Air Force and Northrup, M. A. (1996) Anal. Chem. 68, 4081–4086 Office of Scientific Research. We thank A. Adourian, 11 Woolley, A. T., Sensabaugh, G. F. and Mathies, R. A. (1997) Anal. L. Koutny and D. Schmalzing for extensive contribu- Chem. 69, 2181–2186 tions to the Whitehead Institute results discussed here. 12 Schmalzing, D., Adourian, A., Koutny, L., Ziaugra, L., Matsudaira, P. and Ehrlich, D. J. (1998) Anal. Chem. 70, 2303–2310 References 13 Hjerten, S. J. (1985) J. Chromatogr. 347, 191–198 1 Fodor, S. et al. (1996) Science 274, 610–614 14 Mathies, R. A. and Huang, X. C. (1992) Nature 359, 167–169 2 Manz, A. et al. (1992) J. Chromatogr. 593, 253–258 15 Ueno, T. and Yeung, E. S. (1994) Anal. Chem. 66, 1424–1431 Cytokines: from technology to therapeutics Anthony R. Mire-Sluis Cytokines are playing an ever-increasing role in the treatment of human disease. The characterization of these proteins plays a vital role in their development as useful therapeutic agents. Physicochemical techniques can produce information about the structure and composition of cytokine therapeutics but cannot yet predict their biological activity, for which biological assays are required. Because of the large number of techniques available and the variety of products requiring analysis, the tests used to characterize cytokine products must be both appropriate for the product and adequately controlled if the information they provide is to be of value. ytokines and growth factors mediate a wide DNA screening that appear to have cytokine-like C range of physiological processes, including haematopoiesis, immune responses, wound heal- ing and general tissue maintenance1; for the purposes properties but whose true functions remain unidentified3. Widespread application of recombinant DNA technol- ogy within the biotechnology industry has dramatically of this review, growth factors will be included in the increased the number of cytokines available for clinical term ‘cytokine’. As cytokines are involved in many evaluation (Table 1). New cytokines are being dis- physiological processes, it is not surprising that they are covered, cloned and entered into clinical trials at such also involved in the pathogenesis of many diseases. a rate that their structural properties and biological activ- Associated with this is their vast potential in replace- ities are often poorly understood during their develop- ment or modulatory therapy2. Recombinant DNA ment as therapeutic agents. technology has resulted in the discovery of increasing Safety, efficacy and quality are major concerns for the numbers of proteins that have been categorized as success of any biological product. Safety, involving tox- either cytokines or growth factors. There are over 150 icity and possible infectious agents, is dealt with through well-established cytokines and growth factors3, and many well-documented procedures (regulatory guidelines other proteins have been discovered through random available from the European Medicines Evaluation Agency website http://www.eudra.org/emea.html) but A. R. Mire-Sluis (amire-sluis@nibsc.ac.uk) is at the Division of efficacy can only be evaluated through clinical trials4. Immunobiology, National Institute for Biological Standards and Control, Quality assessment needs to address a variety of issues Blanche Lane, South Mimms, Potters Bar, UK EN6 3QG. including heterogeneity, consistency, potency, stability TIBTECH AUGUST 1999 (VOL 17) 0167-7799/99/$ – see front matter © 1999 Elsevier Science. All rights reserved. PII: S0167-7799(99)01330-X 319