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Serial Analysis of Gene Expression 271 40 Serial Analysis of Gene Expression Karin A. Oien 1. Introduction Serial analysis of gene expression (SAGE ) is a patented, large-scale mRNAprofiling technology that produces comprehensive, quantitative, and reproducible gene expression profiles (originally described in refs. 1 and 2). Unlike the alternative technologies of differential display and subtractive hybridization, SAGE produces a full catalog of all transcripts, not only differentially expressed genes, and unlike smaller arrays, SAGE needs no assumptions about the genes that are likely to be expressed, thus allowing the identification of novel genes (are among many excellent reviews, see refs. 3–5). SAGE is based on generating clones of concatenated (linked) short sequence tags derived from mRNA from the target cells or tissue (Fig. 1). Each tag is 9- or 10-bp long and represents one mRNA and each clone insert contains up to 40 tags joined serially. Therefore, sequencing of multiple concatenates describes the pattern and abundance of mRNA, with an improvement in efficiency of up to 40-fold compared with conventional analysis of expressed sequence tags. The mRNA transcript corresponding to the short SAGE tag is identified from genetic databases using appropriate software. The SAGE method was developed in 1995 by Velculescu et al. (1) of the Kinzler and Vogelstein laboratory at Johns Hopkins University, from where the SAGE protocol, software, and updates are available to academic investigators for noncommercial use via http://www.sagenet.org/sage_protocol.htm. For commercial purposes, the user should contact Genzyme Corporation, who own and license the SAGE technology. This and other useful web sites are listed in Table 1. Since the first report of SAGE, many technical modifications have been described. Some enable the use of smaller amounts of starting material (3,6–10), whereas others have improved the efficiency of intermediary SAGE reactions (11–14). Invitrogen has also released a kit called I-SAGE , which provides all of the numerous reagents required in a high-quality form. The Johns Hopkins protocol is 27 pages long, and Invitrogen’s online I-SAGE instructions contain 73 pages. This is because SAGE involves many stages, each using well-established and relatively straightforward molecular biological techniques, but any of which can go wrong! This article thus provides concise instructions with an emphasis From: Methods in Molecular Biology, Vol. 226: PCR Protocols, Second Edition Edited by: J. M. S. Bartlett and D. Stirling © Humana Press Inc., Totowa, NJ 271
272 Oien Fig. 1. A schematic diagram of the SAGE method: the numbers refer to the corresponding stages in Subheading 3. on common problems (well discussed in ref. 15), but it is strongly recommended that one also consult the full protocols and references supplied in this chapter. The software used to analyze the tags has been regularly updated, and alternative programs have been developed, including eSAGE (16), USAGE (17), and ExProView (18). The web-based bioinformatics facilities of the National Center for Biotechnology Information (NCBI) are extremely useful (19). There, through SAGEmap (20), numerous publicly available SAGE libraries can be accessed online both for global
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TM Methods in Molecular Biology Vol
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Xin Wang and W. Scott Young III 105
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63. Primed In Situ Nucleic Acid Lab
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4 Bartlett and Stirling The thing t
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6 Bartlett and Stirling Fig. 2. Res
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8 Carroll and Casimir of PCR. Such
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10 Carroll and Casimir cost more th
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12 Carroll and Casimir are no longe
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14 Carroll and Casimir Should these
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16 McDonagh Fig. 1. Unidirectional
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18 McDonagh stored. This means that
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20 McDonagh
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22 Stirling which will either not a
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24 Stirling
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28 Bartlett References 1. US Depart
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30 Bartlett and White 11. 5 M sodiu
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32 Bartlett and White
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34 Pearson and Stirling 11. Microfu
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36 Going 3. Methods 3.1. Section Cu
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38 Going pipet filler. Spread the p
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40 Going digitally to record the di
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42 Going
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44 Pearson 7. Add 60 µL of chlorof
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46 Bartlett 3. Methods 3.1. RNA Ext
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48 Pearson 3. Method The method of
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50 Stirling and Bartlett 4. Protein
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52 Stirling and Bartlett
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54 Stirling 3. Methods 3.1. Fungal
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56 McDonagh 2. Add 0.4 mL of TNE bu
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58 Schmerer 2. Materials To apply t
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60 Schmerer 3. The additional purif
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62 Schmerer
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64 Stirling
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66 Bartlett Table 1 Recommended Aga
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68 Bartlett Table 2 Separation of D
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70 Bartlett 2. 5× TBE: 54 g of Tri
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72 Bartlett 7. Remove upper aqueous
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74 Bartlett 4. Many modern electrop
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76 Bartlett
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78 Stirling 11. Store at -20°C for
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82 Hyndman and Mitsuhashi 3.1. Effi
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84 Hyndman and Mitsuhashi Fig. 1. H
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86 Hyndman and Mitsuhashi Fig. 3. H
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88 Hyndman and Mitsuhashi can be ge
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90 Grunenwald may be affected by ea
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92 Grunenwald 50°C will generally
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94 Grunenwald of template DNA, a su
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96 Grunenwald than absolutely neces
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98 Grunenwald 2. Foord, O. S. and R
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100 Grunenwald
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102 Stirling Table 1 Thermal Cycler
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104 Stirling
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106 Wang and Young full-length cDNA
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108 Wang and Young Fig. 1. (A) Nort
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110 Wang and Young Fig. 3. Expresse
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112 Wang and Young 2. First-strand
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114 Wang and Young 3′-RACE outlin
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116 Wang and Young
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118 Dassanayake and Samaranayake co
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120 Dassanayake and Samaranayake 5.
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122 Dassanayake and Samaranayake Re
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124 Iannone et al. Fig. 1. Diagram
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Table 1 Oligonucleotides Descriptio
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128 Iannone et al. 5. For microsphe
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130 Iannone et al. 4. To adjust for
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132 Iannone et al. 6. Target concen
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134 Iannone et al.
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136 Benjamin, Smith, and Waites amp
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138 Benjamin, Smith, and Waites the
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140 Benjamin, Smith, and Waites 2.2
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142 Benjamin, Smith, and Waites 2.
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148 Benjamin, Smith, and Waites 8.
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150 Benjamin, Smith, and Waites
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152 Olmos et al. Fig. 1. RT-hemines
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154 Olmos et al. This nested RT-PCR
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156 Olmos et al. Table 2 Volume and
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158 Olmos et al. 8. The sensitivity
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160 Olmos et al.
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162 Abe 5. Moloney murine leukemia
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164 Abe Table 2 Detection Rate of H
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166 Abe 4. For HBV, nested PCR usin
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168 Tellier et al. of Pfu (and ther
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170 Tellier et al. 2. Cline, J., Br
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172 Tellier et al. 38. Tamiya, S.,
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174 Tellier et al. 13. Thin-wall PC
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176 Tellier et al. 13 min for the l
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178 Tellier et al.
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182 Stirling efficiency of the reac
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184 Stirling
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186 Cremer and Moos Fig. 1. Rearran
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188 Cremer and Moos 4. Count cells
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190 Cremer and Moos Fig. 3. Alignme
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192 Cremer and Moos Fig. 4. Testing
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194 Cremer and Moos 5. Compare the
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196 Cremer and Moos 11. Klein, E.,
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198 McDonagh the dilution method is
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200 McDonagh 2.2. Basic PCR 1. dNTP
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202 McDonagh Fig. 2. Quantitative P
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204 McDonagh
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206 Bartlett Table 1 Example Assay
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208 Bartlett 3.4. Calculation of Re
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210 Bartlett 11. Cerenkov counting
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212 Kerr Fig. 1. Fluorescent probes
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214 Kerr after the PCR. This reduce
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218 Bartlett As with any experiment
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Page 221 and 222: 226 Dominguez et al. Table 1 Primer
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Page 227 and 228: 232 Dominguez et al. 3.4. Gel Elect
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Page 243 and 244: 248 Ringquist et al. 5. Total RNA s
Page 245 and 246: 250 Ringquist et al. 3. Purificatio
Page 247 and 248: 252 Ringquist et al. 2. The present
Page 249 and 250: 254 Ringquist et al.
Page 251 and 252: 256 Case-Green, Pritchard, and Sout
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Page 269 and 270: 274 Oien 4. 100% and 70% ethanol. 5
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Page 281 and 282: 288 Edwards and Bartlett technology
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Page 289 and 290: 296 Rithidech and Dunn 11. Ethidium
Page 291 and 292: 298 Rithidech and Dunn Fig. 1. PCR
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Page 309 and 310: 316 Aubele and Smida 2.2. Chemicals
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324 Stirling 9. TAE (20×): 484 g o
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326 Stirling
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328 Han and Robinson Fig. 1. Basic
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330 Han and Robinson sequence diffe
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332 Han and Robinson 4. Notes 1. PC
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334 Han and Robinson
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338 Stirling of simple and improved
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340 Stirling concentrations interfe
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342 Daniels to sequence a 500-bp PC
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344 Daniels 4. Load all of the samp
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346 Daniels References 1. Orita, M.
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348 Kösel et al. Fig. 1. Schematic
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350 Kösel et al. 3. Methods 3.1. P
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352 Kösel et al. Fig. 2. Sequencin
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354 Kösel et al. 5. Kwok, S. and H
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356 Mazars and Theillet Fig. 1. Sch
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358 Mazars and Theillet of genomic
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360 Mazars and Theillet
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362 Suomalainen and Syvänen Fig. 1
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364 Suomalainen and Syvänen detect
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366 Suomalainen and Syvänen temper
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368 Shen et al. ladder. Also, direc
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370 Shen et al. 3. Mineral oil. 4.
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372 Shen et al. extended primers, w
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374 Quivy and Becker Fig. 1. The us
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376 Quivy and Becker that decreases
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378 Quivy and Becker 2. Solution of
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380 Quivy and Becker 7. Precipitate
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382 Quivy and Becker 7. Prepare a p
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384 Quivy and Becker
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386 Walsh by most, but not all M13
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388 Walsh PCR products are now flus
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390 Walsh 5. For palindromic restri
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392 Walsh
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394 McAleer, Coffey, and Dunham Fig
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396 McAleer, Coffey, and Dunham Tab
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398 McAleer, Coffey, and Dunham Tab
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400 McAleer, Coffey, and Dunham
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402 Stirling 5. Homopolymer Regions
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406 Speel, Ramaekers, and Hopman Ta
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408 Speel, Ramaekers, and Hopman Fi
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410 Speel, Ramaekers, and Hopman po
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Table 2 Comparison of PRINS, in Sit
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414 Speel, Ramaekers, and Hopman te
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Table 3 Summary of Control Experime
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418 Speel, Ramaekers, and Hopman 3.
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420 Speel, Ramaekers, and Hopman ad
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422 Speel, Ramaekers, and Hopman 25
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426 Bull and Paskins Fig. 1. Result
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428 Bull and Paskins 2.3. Detection
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430 Bull and Paskins 6. Shake the s
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432 Bull and Paskins
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434 Wiedorn and Goldmann Fig. 1. IS
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436 Wiedorn and Goldmann 41. Protei
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438 Wiedorn and Goldmann 2. Incubat
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440 Wiedorn and Goldmann 3.15. Prim
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442 Wiedorn and Goldmann ficient se
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444 Wiedorn and Goldmann 25. Kommin
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446 Gilchrist and Befus Fig. 1. Sch
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448 Gilchrist and Befus 2. Cells ar
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450 Gilchrist and Befus Fig. 3. RT
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452 Gilchrist and Befus References
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454 Speel, Ramaekers, and Hopman of
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456 Speel, Ramaekers, and Hopman Fi
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462 Speel, Ramaekers, and Hopman bu
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468 Pearson and Stirling into PCR p
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470 Wang 2. Materials 2.1. PCR 1. D
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472 Wang Fig. 1. A brief outline of
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474 Wang
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476 Horton, Raju, and Conti-Fine Fi
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478 Horton, Raju, and Conti-Fine th
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480 Horton, Raju, and Conti-Fine 1.
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482 Horton, Raju, and Conti-Fine ot
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484 Horton, Raju, and Conti-Fine
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486 Preston amplification approach
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488 Preston 1. 10× PCR buffer: 100
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490 Preston Fig. 1. Design of degen
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492 Preston 2. Remove the AmpliTaq
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494 Preston 3.3. Cloning and DNA Se
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496 Preston MgCl 2 concentrations b
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498 Preston 21. Hung, T., Mak, K.,
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500 Ravassard et al. Fig. 1. Constr
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502 Ravassard et al. size dispersio
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504 Ravassard et al. 9. ddH 2 O. 10
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506 Ravassard et al. 3.2.2. RNA Mix
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508 Ravassard et al. 4. Wash twice
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510 Ravassard et al.
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512 Pont-Kingdon Fig. 1. Constructi
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514 Pont-Kingdon 9. Invert tube and
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516 Pont-Kingdon
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518 Jones and Winistorfer Fig. 1. D
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520 Jones and Winistorfer Fig. 2. D
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522 Jones and Winistorfer The yield
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524 Jones and Winistorfer 7. Goulde
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526 Burke and Barik Fig. 1. The bas
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528 Burke and Barik concentration o
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530 Burke and Barik purified mutant
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532 Burke and Barik
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