Upload
others
View
3
Download
0
Embed Size (px)
Citation preview
Nature Methods: doi:10.1038/nmeth.3253
Supplementary Figure 1
Simulation demonstrating that calculation of Ne using a large number of sequence tags provides an accurate high-resolution estimation of Nb.
(a-b) We simulate a population with 5, 50, 500, and 108 tags present in equal frequencies. Then they were passed through a bottleneck
that reduced the population to 101-10
6 (bottleneck population size). In case of the 5, 50, and 500 tag simulations, this was followed by a
second sampling step (5x105) that fits the number of sequenced barcodes. 10
8 tags represent the ideal case where (virtually) each
bacterium has a unique tag such that after passage through the simulated bottleneck each bacterium is expected to have a distinct barcode. Bottlenecks were simulated by multinomial sampling with replacement and we used equations (1) and (2) from Krimbas & Tsakas
5 to determine Nb. The results of 1000 independent simulations are shown. To illustrate the relative deviation from the
theoretically expected Nb, data are normalized to the simulated bottleneck and the red, dotted line indicates the theoretically expected Nb (shown at 100 %). (a) In this box plot the median (black line), interquartile range (box), and 95 % confidence interval (whiskers) are indicated. (b) The scale is changed so that outliers (black squares) can be visualized. Note that the median of 1000 independent simulations accurately predicts Nb even with only 5 tags; however, the wide distribution of data-points make Nb estimations from this few tags inaccurate or impossible (negative values) with small numbers of experiments (i.e., few animal infections).
Nature Methods: doi:10.1038/nmeth.3253
Supplementary Figure 2
Schematic overview of the experimental setup and the Nb analysis pipeline.
Nature Methods: doi:10.1038/nmeth.3253
Supplementary Figure 3
The sequence tags are selectively neutral and stably integrated into the genome during the course of the experiment.
(a) Growth curves reveal the neutrality of the tags. V. cholerae strains containing different tags (pSoA158.1-pSoA158.32; black lines) were grown in LB medium with selection for the barcode (LB-Carb-Strep) and the absorbance at 600 nm was recorded in 10 min intervals for 20 h. The wild type (C6706; red line) grown in LB-Strep is given as a reference. (b) Same as in a without selection for the barcode (LB-Strep). (c) The stability of tag insertion was tested by comparing the cfu of V. cholerae grown in liquid culture without selection for the tags (LB-Strep) for 20 h on agar plates without selection for the tag (LB-Carb-Strep) and plates with selection for the tag (LB-Strep). To control for the technical variability of the assay, the same culture was also grown twice on plates without selection for the tag (LB-Strep). No significant difference (p = 0.30; Wilcoxon rank sum test) was detected between both assays. Individual tags (pSoA158.1-pSoA158.7) were tested in biologically independent triplicates. The bold line indicates the overall median for the indicated condition; the dotted line highlights the expected 1:1 ratio.
Nature Methods: doi:10.1038/nmeth.3253
Supplementary Figure 4
Determination of the optimal theoretical framework and similarity threshold for calculation of bottleneck population sizes.
Correlation between experimentally determined bottleneck population size (bacterial load) and estimated bottleneck population size (Nb) with methods from Krimbas & Tsakas
5 (black symbols), Nei & Tajima
6 (middle grey symbols), and Pollak
7 (light grey symbols). The
diamond, square and triangle symbols represent biologically independent replicas. Each graph uses the same sequencing data that have been clustered with different similarity thresholds (Sim. threshold) during tag enumeration with uclust. The thresholds are given in the header of each graph. A sequence similarity threshold of 1.0 produced negative Nb for some data-points which are not displayed in the graph. Note that methods from Nei & Tajima and Pollak produce very similar results so that the symbols overlap. The same dataset analyzed according to Krimbas & Tsakas, with sequence similarity threshold of 0.9 and after INOC54 correction is given in figure 1a and used as a calibration curve for the animal experiments. The INOC54 correction removed non-specific tags, but had minimal influence on the results which indicates that the Nb determination is very robust and can tolerate the loss of several tags.
Nature Methods: doi:10.1038/nmeth.3253
Supplementary Figure 5
High–spatial resolution analysis of bottleneck populations sizes in the proximal SI.
An additional representative example (Fig. 1b) of bottleneck population size (Nb’, black dots) and bacterial load (cfu, red squares) at 20h post-infection throughout the gastro-intestinal tract of a single animal after infection with 10
9 tagged V. cholerae. The dashed, grey
lines mark the resolution limit for Nb’ estimation. The sampling sites are indicated in light red in the schematic diagram of the gastro-intestinal tract
Nature Methods: doi:10.1038/nmeth.3253
Supplementary Figure 6
The recolonization of the proximal SI is not caused by coprophagia.
To exclude the possibility that the increase in the founding population in the proximal small intestine, which occurs in the late phase of infection, is caused by the uptake of tagged V. cholerae in food or stool, rabbits were prevented from food intake after infection by fitting them with a pet cone and housing them individually. Bottleneck population size (Nb’, black dots) and bacterial load (cfu, red squares) in the proximal (I1), middle (I2), distal small intestine (I3), cecal fluid (Cf) and colon (Co) of three infant rabbits from a single litter at 20 h post-infection infected with an infective dose of 10
9 cfu. The marked similarity of the Nb’ values shown here with those in figure 1b and
2a (late phase; pI1 = 0.71, pI2 = 0.67, pI3 = 0.83, pCf = 0.67, pCo = 0.49; Wilcoxon rank sum tests) argues against the idea that coprophagia is a primary explanation for the high Nb’ values in I1 during the late phase of infection. The dotted lines indicate the resolution limit for Nb’ estimation. The sample medians are represented by horizontal lines. Corresponding Nb’ and bacterial load from the same animal are aligned vertically and always in the same sequential arrangement throughout the sample loci. The sampling sites are indicated in red in the schematic diagram of the gastro-intestinal tract.
Nature Methods: doi:10.1038/nmeth.3253
Supplementary Figure 7
Onset of fluid accumulation in the GI tract during the late phase of the disease correlates with the backward movement of V. cholerae from the distal (I3) to the proximal (I1) SI.
The volume of fluid (black dots) accumulated in the cecum of 19 infant rabbits from 12 different litters (a proxy for the action of cholera toxin) was measured in the early, middle and late phases (~2 h; ~7 h; ~20 h post-infection) of infection. Sample medians arerepresented by horizontal lines.
Nature Methods: doi:10.1038/nmeth.3253
Supplementary Figure 8
High technical reproducibility of the sequencing analysis.
(a-d) Scatter plots of tag frequencies from different inocula and sequencing runs. All inocula cultures were started from aliquots of the same frozen library. Samples of the same inoculum culture (A and A’) were processed in parallel and sequenced on the same sequencer run (a). Samples from two independent inocula cultures (B and C) were processed independently and sequenced on the same sequencer run (b). Samples of the same inoculum culture (B and B’) were processed in parallel and sequenced on separate sequencer runs (c).Samples from two independent inocula cultures (A and B) were processed independently and sequenced on separate sequencer runs (d). The correlation coefficients of the linear regression (R
2) are given in the figure.
Primer # SequenceP9 GCAGGCAGTCTCGGTCAATA
P10 TTGTCTCATGAGCGGATACA
P47 AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGACGCTCTTCCGATCTTGTAAAACGACGGCCAGT
P48 CAAGCAGAAGACGGCATACGAGATCGTGATGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P49 ACGCTCTTCCGATCTTGTAAAACGACGGCCAGT
P51 CAAGCAGAAGACGGCATACGAGATACATCGGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P52 CAAGCAGAAGACGGCATACGAGATGCCTAAGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P53 CAAGCAGAAGACGGCATACGAGATTGGTCAGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P54 CAAGCAGAAGACGGCATACGAGATCACTGTGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P55 CAAGCAGAAGACGGCATACGAGATATTGGCGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P56 CAAGCAGAAGACGGCATACGAGATGATCTGGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P57 CAAGCAGAAGACGGCATACGAGATTCAAGTGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P58 CAAGCAGAAGACGGCATACGAGATCTGATCGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P59 CAAGCAGAAGACGGCATACGAGATAAGCTAGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P60 CAAGCAGAAGACGGCATACGAGATGTAGCCGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P61 CAAGCAGAAGACGGCATACGAGATTACAAGGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P62 CAAGCAGAAGACGGCATACGAGATTGTTGACTGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P63 CAAGCAGAAGACGGCATACGAGATACGGAACTGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P64 CAAGCAGAAGACGGCATACGAGATTCTGACATGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P65 CAAGCAGAAGACGGCATACGAGATCGGGACGGGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P66 CAAGCAGAAGACGGCATACGAGATGTGCGGACGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P67 CAAGCAGAAGACGGCATACGAGATCGTTTCACGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P68 CAAGCAGAAGACGGCATACGAGATAAGGCCACGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P69 CAAGCAGAAGACGGCATACGAGATTCCGAAACGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P70 CAAGCAGAAGACGGCATACGAGATTACGTACGGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P71 CAAGCAGAAGACGGCATACGAGATATCCACTCGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P72 CAAGCAGAAGACGGCATACGAGATATATCAGTGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P73 CAAGCAGAAGACGGCATACGAGATAAAGGAATGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCTTGTCTCATGAGCGGATACA
P74 AATGATACGGCGACCACCGAGAT
P75 CAAGCAGAAGACGGCATACGA
P78 CTGCAGATCTGCAGGTCGACGGATCCCAAGCTTCTTCTAGACCGGCTTACTAAAAGCCAGAT
P79 GGAGTCAAAACAAACTAGCGATCGAATTCCCGGGAGAGCTCTTATATTCCCCAGAACATCAG
P80 GGAGTCAAAACAAACTAGCGATCGAATTCCCGGGAGAGCTCCGCAAGTGGTTGTGGTAAAA
P110 TGCCACCTGCAGATCTGCAGGTCGACGGATCCCAAGCTTCTTCTAGACAGGAAACAGCTATGACNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTGGCCGTCGTTTTACACCTCAGCGGAGAAGAACACT
Nature Methods: doi:10.1038/nmeth.3253
Tag number Tag sequence1 CTCGAGATAACATATGTATCACTAGTG
2 CGAAAACGAATCAGGAAAAATCAAAAAG
3 TTAAACATGACCACTAAACTAGTTACGCACG
4 TTAACACAAGGTAAGCCTAATATAGAAACTG
5 TGGGGAGGAAGACTTGCGTAGAATGTTTCCG
6 GACCTCTAACTATAAATTGCGGTGAGTTCTG
7 CCAAGGCTAAAATAAGAACTAACG
8 AAAAATCCCCGTGCAGATTGAAAAAAATCCG
9 CCAAGCGCCCATATTCGAGACATCACCGAGG
10 GAGGTTAGCCACCGCGAACTGAGATATAAGG
11 TAGAGACCTTAACCGGAAATGACGATGGGAG
12 ATTATGTGTATAAATCGACCTCCCGG
13 GGGATACAGCGCGACTGCCGGAGAGCCCTAG
14 GCTCCGGGGCAAGGACTAGGAGACCATCGGG
15 AATCGACTCGGCACCGGTCCATTAGCTGGTG
16 AATCGAAATGGCCATACCGACGGGGTTAAGG
17 AGACAGGAGTTTATCGCGGTAGAGATAGGGG
18 GCATCCGCAATCGCGTCGATTCGCTAAGTCG
19 ATCGCATGACGTGTCTCGACTGTGAAAATGG
20 GAGTTAATAAGGGGGCAGCGCGACGGACGCG
21 GGATTCTCCTTGACCATGAGTCATGAAGAG
22 GACGCGAAGGTAGTGACAGTCACATAAGAAG
23 ATGAATCGAGAAGCCCATGGCTGTTAAAGTG
24 CCGAGGGGCACAAAATGCACCAAATGTTTCG
25 AGTGGAATTACATGGTCGTGGTACGCCGTAG
26 CGGAGCACCGGAGTCGCCTTTACGTGAAGTG
27 GAGTAATCACCAAGTCAAACCTTAGACGCTG
28 CAGACAGACGGCGGGGCAAGAAAGCGATAGG
29 GCATAGTGGCGTACGGGCTTGCCTAACAATG
30 TAAGATGTAAGCGCGCAACGCCAATCAAGGG
31 ACGTAACTATCTGAGGCGTTAAAGTAGTCAG
32 CAATTAAGGCTCTTGAAGAGCAGAGTACCTG
33 CTTAGCACATATTGGCAGATTCGAGATACGG
34 AGGGTACCGCGAGTATGATTGCGAGCAGCAG
35 GCACCGCAAACGCCAGGCGATTCCCAAGGTG
36 TTAGGGCATATGCGGAGAACCATATTAAGTG
37 GCAGTACGAGTAGGAATGACAAACTTTAGAG
38 TTCAAGACCTCCGGGGAGAAAGATGCCCCGG
39 GTCTGGCTGTATGCCCTAAGATCG
40 GTTGTTTCAGCTAAGAGCAAATATCCTCACG
41 AAACCTCGCTGTCGCCTTGAATCCCACGTCG
42 GGCAGGGTCGATACAGTGCATCACTGGAAAG
43 AGAGCAGCGTATTGGACGATCCTGCCACAAG
44 TAGATCACCTAGAGCTCGCGTGCCTTGGAAG
45 AGAAAACCGAGGAACTTCGCGCTTCGATTGG
46 ATGGAAAGCATGGTAAAAGGTCCAGATAAG
47 TCTGACAAAAGTAAAAGG
48 ATGCACCAACGCCTTTGATTCATGCCGGTGG
49 AGAAAAGCAAGAGGTTGGACCGATCGTAAGG
50 GTAAAAGTAATTATAATAGACAGTCGAATTG
51 GTGGGTTGCCCCAAGGGCAGAACGAAGGATG
52 CCTAGATTACCTGATCAGAGTATGATCTCCG
53 AACATTACGCGGGTGTGTGTAATTCAAAACG
54 TCAAAACAGCACCAGGGCCGATAGGGAGGGG
55 GAGCTTGTTTAGAGGCTATTATCTTAGATAG
56 GCAATAAAGTAGTAGAAGGGCTGCCGTGGAG
57 GACCACGGACTACGAGGGGGCACTTCTAAGG
58 ACGACATGGAAGTAGGCTGCATACGAAGTG
Nature Methods: doi:10.1038/nmeth.3253
59 AGATTATAAGCGGGGCGAAGAGTGTGTTATG
60 AATTACATCCCGGGCGATAGGTTTGAAGATG
61 CATCGCAATGGCAAAGTCAATATTTCCAGTG
62 TTGGGTCGACGTAATGCGCAACCTGCCATAG
63 CGACCAACACAAATCAGGGTGTGTACCACAG
64 ACTATTTCAGATACCTATTGTGACGCTGCAG
65 CACGACGAATGCGGCAATATACATAGCAGGG
66 TCCGCACACATCTACCTATATAGAAGAGGCG
67 CTGAGGTGATAGCGCACTGAAATATTGGCTG
68 CCGGGCACAATCAAATGGGTCAGAATGCTGG
69 CAATGTGCTAGAATCGGCACCAACGCTACAG
70 CCACACCCGTAGCGTACGGAAAGCCATCACG
71 GGAATTTACTCATTTGAAAGAGCTCGTTAGG
72 AGATACGGAGGTCCTCACAAGGACGTGGACG
73 GGAGAGACTGACAAGCAAGTCCGTAAACCCG
74 AATTCAGCATACGAAAAGATTGAAAGCATCG
75 AGGCTACTGAGAACACGTAGTTTGACTGACG
76 CAAAGGATTGAAGCTTCAGCACCTATCGCGG
77 CTGAAATACGGAAAGGAAATAGGCGATAAAG
78 ATAAGATTGTAAAATAAGGACAAGAGCATGG
79 TAGCAGGGAAATGACAGTGTGGTAG
80 CAGATTGAATAAAAATGCGGCCCAAATCATG
81 GCGATAGGGTCGACCCGATCCACGAGGGATG
82 ATGCGTATTACAAATCATGG
83 TGTAAAATACTAAGAGGACTGCTCGCGTCTG
84 AATAGTGTGGGAGTCGTTAGGGGCAAGAAGG
85 AACTTGGAGGTGTCAATCATTGTCCTCGGTG
86 ATCACTCATCGCAACCAAGG
87 CTGTTGCAGATGGAAGCCTACCCACGAAGAG
88 CAGGGCTATAAAAAAGCAATGCGGAGACACG
89 CCAGGTAACCACCGCTATGAACCTAGTACAG
90 GAATTGATGGTCCGGATTCGACGCACTTCTG
91 AGATTTTCGACGGAGTAGAAGTGGCAAATCG
92 AGAAGGATCAGCAGAGTG
93 ACGCGTGGGCTGTTAACGTGATCCCGACCCG
94 AATCAAATAAAAAGCCGAGGCGGTCACTCTG
95 TCTTCAGCAGCGAATGAGTCATTGTGTACG
96 TACGCTCCTACACGAAAGAGAAAAGTCCGGG
97 CCCAGGGAGACCCACAACCCACTGGACAAAG
98 GCAAGTGCGACCAACATTCGACGCCCAGTTG
99 TTTATAGCCGCACTCGAAAGGGGACGTACGG
100 AGGTGCACTCGGGGGGGATGTTACGGGATTG
101 GGAACAGCAAAATATCTATGCGTGAGGGAAG
102 GCGAGTGTAATCCGCTATACGAAAATAGCGG
103 GAATTCCAAGAACTACAATTTCTAACATCAG
104 CAATAGAGCCGACAACGGCGTAGATGCGAAG
105 GGAGGAATACAGAACGTAGCAAAACCACGCG
106 GAGTTAATCTCCGGGCACCGAATTAACCGAG
107 ATCTCACGCTGATGATACACCGAAAACTTGG
108 AATTCGTGCCCCGCGCGGGATAAATGCTTAG
109 AGTGCGTGAGGACGACGGAACCCGGAGAAAG
110 GGACTGATGGACACAAGATCGTAAAAGCATG
111 TGCTTTTCGGACATGAGAGAACCGATTACTG
112 CCCGGACCATTAGTACCAAACCCAACGCAGG
113 GGGGAAGTACCACCGTAAACGCGAACACATG
114 TCAACAAAAGCATATCACGCTTTTACGCATG
115 TCTCCTCGAAATGCCAACGAAAAAGGGCGGG
116 CCGGAGTGAACGTCTGCATACGACCTAGACG
117 ACAACAGTTTCAATACAAATAACCTAGCGGG
Nature Methods: doi:10.1038/nmeth.3253
118 AGGGGAAGGAGCTGGGTGGGATATGCCGGCG
119 GGGAGCTATAAAACAATAGTTAGACACGCAG
120 TCCGTCAGCAATAGACGTGATTCCTTAGGTG
121 AGATGATTCAACCGCTCG
122 GAGGCTGAAAGCAGGGCAACCAATGGGCGCG
123 CACGAGAGGAAATAGCCCTTGCTACCGCGAG
124 CTGGGCATGATAATCGGTCAGAATTACAACG
125 GACCTTAATACCCACTAGAACGTACTTTGAG
126 GCAGGGAGTCAAACCATATGAACCGGTATCG
127 GTAGACGACAGGGGTTCGAGCAATAAACTAG
128 GCGAACAGGACGTGGGTTAAACCAGGAATGG
129 GTTTGGAAATATTGGGCGTTAGTGTTCATTG
130 CCAGAGGATCAAAAAGTGCGGACAATCTTAG
131 CCCTCCAACAGGGTAGAAGAAGAGCCACTAG
132 AACAGGAAGGAATGTACACAATCAGGTTATG
133 AACATAACGCGCAAAAGTACTTCTACGTGGG
134 GGGCAGATTCGGCGTTAGTAAAATCTCATGG
135 CCACATGTCCAAACAGATTAACGGGTGCGCG
136 GAAACGGGAGTTTACAGAATAATGCTCCTAG
137 TTAACAAAGCGACCTGCCAGGCGAGTGCCAG
138 GATTACTGATTCAAAACCGAGGAGACTCG
139 AAATTTTTTGATATCGAAGGAGTTCCAATGG
140 TCATTTTGTAACAAATTCTGCATGCAAAGCG
141 CTCCGAGCCCCTAGGGAACTGCATCTGCTAG
142 TCGAGAGGAGCCCTGACAGGAGGGGGATTAG
143 GAATTCACGACGAAGAAAAGACTGGAAATGG
144 TGCTGGTGTTACGTCTAAGTGTGAAACACGG
145 CCAATTTCGTGACTCTTAAAGGGAAGGCGGG
146 TGTGCGAGGAGGCAGATCTCCCAAAGCCTTG
147 TAAAATCGGAGCATGCTGGTCCACTAAAACG
148 GTTTCTGACGAGTGGTACGTAGTGGATTTCG
149 TGGCGCCAGTTAGGACACGGACACACGCGGG
150 CAGAAATATTATAACTCTTTAGAGCGTCATG
151 AAAAACTAGACGACAGCCGGATGCAGATTGG
152 GACGATCGCATAGGATACTCCCCCGAAAGGG
153 ATTACCCTTAGGTCCATGGAGTCCCGGGGGG
154 GAACACGACGGTATGGACGCGAGAGCAGACG
155 CACGGAAACTAGAAAGCGGGTAAGATAGAGG
156 AGATTAGCGGGACGAAGACTCCTGACAAACG
157 GGGTCGCATGATTGGCACCATATAGCAATGG
158 TATACAAAACACTCTG
159 AGTGGAGGATGACCGTAACACACGGTTAAG
160 CTCCTGGACGGGGCATAAGTGCGACCAGACG
161 TATGAAATACCAGACGACATTAGTTGGATCG
162 TTTGCCGGTATACCCTAAGCACCTTGGAACG
163 ACACAGCATGGCGCAGATCCAAGAGAGTTGG
164 TAACGCAAATGACAAACCTAATTCAACACGG
165 TTCGCATCGCGCGCCAGCAAACTATGACTTG
166 AAAACGCTCATGTTCGGCAGAGGACCGATTG
167 CAGGGATCGGAAATTGTAGGTGCCAAAAGTG
168 ATGCACGCTTTGATTCATTGATAACTTTAAG
169 ATACGCAACGAAGTACAGTTATCCTAGCCGG
170 AGAAGTGTAAATAAACGATCTACGTACGTGG
171 TGAAACCAAGAGACGGTCTAAGGACAACTAG
172 GAACGTTTAGTGAGAAAGGAAGGACGAAGG
173 CGATAACCTGTTTATCGCCGTAACAATGTTG
174 GTGAGCCCAGCAGTCGAAGCAATATAGGTAG
175 TAATCCATCATTCCAACTAGGCATGGGCTTG
176 ATACAAACGCGGGAAAGCGCAGGCATCTTTG
Nature Methods: doi:10.1038/nmeth.3253
177 AGTCTAGCATTATCAGCAGGCGGACCGCCAG
178 AAGCACTACTGAAGCTAGTCTCATATGATGG
179 CTGGGAAATCCATAACGGCGCGCGTAACTAG
180 ATAAGGTTGTGAATAGTGAAATATTTTGCTG
181 CCCGGTATTGTCATCTGGAGTAGTCTACGTG
182 AAATCATCAAGCGTGAAAAAATTCGCACACG
183 AATAGTTGGATCACGCAGGAGTCAAACTAAG
184 AGTATTACAAGTGCGATCTTCAGTACTCCCG
185 TTTGTAATAGGGCACAAAGGGGTCG
186 GTTAAGCCAACGGCCGAGACCGTATTGGTGG
187 AGAGGGAAATTACCTAAAGTCGAGTTAAAAG
188 CACGGGGATCTGTCGCATCGCGTGATGTGGG
189 AACTGTGCATTTGGAAGACGAACACATGG
190 TAGCGCTTCAGTTTGATAGATGAGTTGTGCG
191 AGGATAGTCAGAAGCGTGAACTATTTAGGAG
192 ATTTACGCTGGGCATACGCATCCGCGCCCAG
193 GCGTACCGAAGCATCCAGAGTCGCATTGAAG
194 GAAGACCAGCAATCTGCGTACTACATAAACG
195 TTGCTACCCTAAGCCACAGTTGGGCCAGAAG
196 CACCCTCCCAGAAAATGGAGCAAATGCCCTG
197 GAAAATCGTGCGTACTCTGTAACGCAGTCAG
198 GGATTGTATAATGTAACATGGTGAGGAATCG
199 ACAGGTACCGATGGTGTATTTAGGCAGTGGG
200 GCTGTACTCGTGATCACTCGTGAAATCTCAG
201 CTTGGCTTTGGCACAACTGAATTCTATGTAG
202 ACATACGGTTACGAACTCAGCAGCTAGGCTG
203 CATCCTGAGTTGGGAGTAGCGCGGTCCAACG
204 ATAAAGGGATCGGGATAGCATGTGACGCGGG
205 CCAACAAGCATGCCCCATATCCAAGACCCCG
206 TCACGAACGGAAATAGAGCAGGTGCCGCGGG
207 ATGGTCCTAACTGCGAGACGGAAATCCCCAG
208 AGAGAGTGATAGGACATATCGGGAGTCAGCG
209 GGGACTTTGGTACTAAATTTAGAGCAAGTAG
210 TTCGATGGTCTACTATAAAAGAGGAAATAAG
211 ACCGATCATTATGAGAAGTGAAATAAATGAG
212 TCGGCAAAAAGCAGCAGAATCAAAACAACGG
213 CAATGAAGACTCTGGTTTTAAACGATGGATG
214 TTCTACGAGGTCCTGCGTTTAATACGTACGG
215 GGATATGGGCCTGGATTATCCTTACAGGGGG
216 CCGGGGGAGAGAGTTCAATGCAGCCTGATGG
217 AATTCAACATAAGGGGCACACTTGAAATCAG
218 CTGTCGTCTGGAAGGGGATCGAACTTTACCG
219 CACACCCTCTAACAAGGTTGACTAACTGAAG
220 GCTAAAGCGCAGTGTTTAACGCGAGGGTCGG
221 GTGGGTCCCCCTGTGTTTGAGGGTACCAAGG
222 AAGCTACCCACTCGAAAACGGCGAAGCGAG
223 ACGTGAGTTCCAGTAATCAGTAAAACTAGCG
224 GGGTTGCACAAAGTTAACGGTTTTTCTTTAG
225 AGACCAAAATGGGTCTCCCGAGTTATCCGTG
226 AATAGAATAGAACACAACGTGTACCTCTTTG
227 TACCCCCGTAGCGACAAGAGCCATAGGACCG
228 AGAGCAAGGTCACCACTGCGAAATGACCACG
229 CAAGAGTGCACCGACTATGCGGCAATTTCAG
230 CACGGAAATCGTTAAGTGTAATACGAGAAAG
231 ATAGTAGGAGAGGATAAATATGACTACACCG
232 CTAATAAAATAAGCTTAACACCCTGCGCAGG
233 GGAGGCACCAGCAAAACTCAAGCCAGGAGCG
234 GAGCATGGGAAACCTAAGGCAAGACCTCACG
235 CAGGAGAAGGAAGGAGAGTGCGGCTCCCCAG
Nature Methods: doi:10.1038/nmeth.3253
236 ATGAAGAACTAGTCGGGGGGCTCGAGAGGAG
237 GAAACGAACATAGATCCTCGGCAAACTGGGG
238 TAGGATCGTAAGGGGTAACACTACCAGCGGG
239 TGAAACCCCGAGGACCACCACGCGAAGGAAG
240 TCGCCTACGAGGGTGCGGACTTTTACACTAG
241 AGTTTCCTAAAACATTACTGATTGACGGTGG
242 TGTACGGACGGGAAAGCCGCAGCCTGCAATG
243 CCTAGGGCGGATCATTCATAATTGCGTTAAG
244 AATATCACAGAGTCTAAGCTAATCTATGCCG
245 CGGACCGAATGTTGGTAGTACCAGGTCGG
246 GAAAAGCTAAAGTACCCGAGACCACTGCCAG
247 AGTAAGCAAGGGAATTTGGGTGGTGCCTCAG
248 AGCGGTGAAATAGAGCAGGTGTGGATGATAG
249 CTGCAGCGCTGGTGGGTGGGCAGGGTCAACG
250 GGGGAAAAATATTACTAGAACATAAGCCAG
251 TACCGAGAGCGGCGAATGTGAAGCATCAAAG
252 GGCGAGAATGACGCAGGGGTGCGTCTACTAG
253 TAGCCGGAGACTCAGCATGAGTAGCGAATAG
254 CAGGATATGATGCCCCACACCAGCGTAAATG
255 AAAAAGACATGAGGATCAGCAAGAGTGGCTG
256 GAACCGCATAAATGTTTTGCGCGCGATATAG
257 TACACAATGAGGCATAAGCAAGCGCAAGGCG
258 ATAGTAGCACGGCGCTTGGCAGCTTTAATAG
259 AAAACTCTCGGTAACATAAGCACAAGCGATG
260 CAACAAAGGGGATAAGCGGAGCCTTCTCAGG
261 AGGAAAGAAAGGCTAAAAATCGACACACCCG
262 ACCGTGAGGTATCTGTTATCAGCTAGATTAG
263 ACATGGAAAGAAGTAATGAGTCTCCGAGCGG
264 CTTGTGAGCTATTGTCGCCGGGGACGAGGCG
265 GAAGATGGCCCAAGATTGAGCGGCATGATCG
266 TGCTAAGGGACTGCCTGCCCCAAATGAGAAG
267 GAGGGCACTGTAAGATGGTGACAGATAGATG
268 GGGGGCCCGCGCTCAATTGGCGCGAAGGCAG
269 AATAAAATCTCGGGAAAAGGCTCAGACCGTG
270 TGAACACCGGGAAATACCGCCAATTCGATAG
271 CCACCCGAAAGTTTCTTTATATTGGACCAGG
272 TAATTATGGTGGCTGAGGACCAAACACGAAG
273 GACAAGTCCACGAAAGACCGTTGACGATCGG
274 GACCGAAGTAAAGATAGTTCGTAGAAACTGG
275 TTTTTTGCCCAATGCGCTGATTGTGTCCGAG
276 TCGCCACCTAAACCGACGCTTGAACCAGCGG
277 TATGTAATTGGTCAAGAGTTAAGAACTAAGG
278 TGCCTTGATATTACGGATACAGGGTACAAGG
279 AATGTTTGAGGTACAAGTGCCAGGCTAACTG
280 AATCAGTACCGCCAGAAATATCTCCTTGCGG
281 CAATCTCTGAAAATCAGCGGCCCATACTTGG
282 AGTAACAAATCGCAAGAGTTTTAAAGCTGCG
283 GGCAGCAAATGGGGTGGAAGACTTGCATGG
284 CACCTAGGGGGAAGTGCTAGCGACTGACAGG
285 TGAATCGAGGAATTCTTGCATAACATAACCG
286 CTAGCTCATTCGACGCTACTCCTAAACCTAG
287 ATGTAGCAATGTATCGGAGCAGTCCACACGG
288 GAGGGAGGGGTAAGCCTGACAAAACGG
289 AGACTTCGCAAGCAGGATCGCAATGCACACG
290 AAGTTGCAGGAGCAACGGAAACACATCCCGG
291 GAAAGCATACGCACGCCGGGACGCGTAGTTG
292 AAAGGAGATGTGTCCTGTCGGACGGCGAATG
293 TGAGATGAATCGGATGAAAGTAAGATGGAGG
294 GCTAGGGGTTTTTCTCCCCTTAAAGACCATG
Nature Methods: doi:10.1038/nmeth.3253
295 TCCCGTAGCTGGACAACCACCCCTCCAACCG
296 ATATATACTGCTTATGGGTAGGAGCG
297 GTGAACCAGGAGTCCTAACTTAAACCGGCGG
298 AAGGGTTTTCTAGCACCTTGGGTCTGTGTGG
299 AATACCAACCACATATATAAAGGACAACTCG
300 GAGATGACCCCTGCCGGTAAAACCTTTGTGG
301 TGAGTATGGCTCGTATCAGCGCTACTTCTAG
302 CTCAGGAACCAAAGCGAGAAAAGCATATTAG
303 CCAGGGCCGGGTCGGGTAAGAAG
304 GGTTAGAAGATTAAGCGTATACGTCTGCGGG
305 ACCATGGTGGACGTAGAGCACGGCAGACTTG
306 ATTGCCGGAGAAAATAGGGGCACCATTTCCG
307 CATACGCCAGAACCAATCACTGCCAAAAACG
308 AATCGAGGAGGAACCACCAATTACCCAAACG
309 CCAAAAAAGCGCTGAGTTCTTCACCTCATTG
310 CGAAATTTAGTATCATCCCCGTCCCAGGTGG
311 ACTCATGGTATGAGTGATCTCGGATGCTCAG
312 AAATGTGCTGACAAGCGACTGCTGAAAGTGG
313 GATGCGCTGGATGCTTAAAACGCTATGGCGG
314 AGACCAAAGGTTATCCGAAGCTCGCCATGGG
315 TAGCGAAGTCAACGTACAAACATTCCGGGG
316 TGGAGAATAGTATCGTCAAAGGCCCTACAAG
317 ATACTAGCCTAGGAAACGTGGAACACCTGTG
318 GCCACAAAGGATGCTCGAGAGTACTCAGCTG
319 ACGCGGGTGATATGACCCAATTTCTAATTGG
320 CCTAAGAGGATATTGGGCGAAGATAGGGTCG
321 ATTATGAAGGATGACCGAGCCCGTCCAATTG
322 TCCAGGTTAACTTAGAGCCCAGAATCTGATG
323 ACGGTTGCTTGAGTATGGTGCATCCGGTAAG
324 ACATTAGCATCTCAGAGGGGTAAATGGATTG
325 AGGAGTTATCAGATAGGTAAAGGCTAACGCG
326 CTCGCGGGTCTGTCTGACGCTTGGGGCTTTG
327 GCTGTATTCGTGGCAAGCAACTTCGTTGGCG
328 TTGCTTCCGGCATGAAGTAAAGAAGATCTGG
329 GGATGTAGAAGTGCCGCAGTGATTGAACAAG
330 CGCCCGAGAAGAACAGCCACAATCGAGGTTG
331 CCAGAGCGCGTTAAGACTCGAGCGTATAGCG
332 CCCAACGTTTGTGTACGAAGCAACCCTATTG
333 CGGTAGCAAAATTAGGGTGAGAAACGCTCAG
334 GGAAGAGGAGTCAACAGGGCGGCAATATAAG
335 ATAGCCTTCAACCCGATTGAGGGAATGTGGG
336 ATGCTACTCCTAAGTATTGTGGGGACCCTAG
337 AGACTCAACGTCAGTGGTGAGGGTAAGGGCG
338 AGGGGGGCACAAGGTCAAGGGAATGAAAGGG
339 TCATCCGTATAGTATGAAATTAGAAAAGATG
340 AGAATGCCATGGGGCCAGATGTAGGTGGGAG
341 CAAGTGAATGGCACCTATGATTAAATGAAAG
342 GAATTGATAAATCAGGCCCAAAAGCGATACG
343 GCTACTTCTGTCACCCATCAGGACGGGCGGG
344 CGCTTTCGGGGCTACGCCCATCTTAGACATG
345 AGCTAGGAAAACCCCCAACCGTGGGGGATCG
346 TACGCCAAGAAACATAAGATGGCGGGGCCCG
347 GCTGCATGGATAGACCTTCGCTTACCCCGGG
348 GTGACCGAACGCATAAACCATTTGTATTGGG
349 AAGCTAAACACACTACGACCACACCGATGAG
350 GACCGGTGGAGCATTGGATGTTTAGTAGTGG
351 GAGGACAACGGTATCTGCTACTTAGAACGGG
352 ACTGGCAAGATGTGCATCAAAACACAGTATG
353 ATACGAGGAGAACGAACAACCCCCGAGTGGG
Nature Methods: doi:10.1038/nmeth.3253
354 ACCCGTACCGGGGGGCCTACACAAGCAATCG
355 AATGGTAGGTTGGAACTCTTGAGGAAGAGAG
356 TAATATCTAAAGTGGCGTATCGTGATAACGG
357 AAGGGACGCAATCATTCAAACGCAGAAAGCG
358 GAACCGCACAACGGTGAAGCTTATTAAGTAG
359 TACGTAGGATAGGGACCCGGAAGTTTGATAG
360 AGCCAGCAGACCCTACAAACCGCTGGGTGG
361 GCCAAGCCCGGTGAACCACGCATTGCATTTG
362 CTTTCATGAAAAGTATATCCTGAGAAGTGTG
363 CAAGCAGCGACCTTTCCGAAGAGGACTGAG
364 GTTGAACACAAAGTAAGCTATAAGCCGGCGG
365 TGGCTGTTAAACCACCGAAGCGCTTGTCTGG
366 CCATAATTTAAGCCATAAGAATTGATCTAAG
367 AACATCACAGGTTCCGAGCATGAAGCTATCG
368 TGAACTCACACTGGGCCAAAAGAATCAATCG
369 AAACACACGAGAAGGGATCTACCAATGACTG
370 CGAAGGCTTATCACCTCCGAACCTGAATTAG
371 GTGGTGACGCCAGGTGATAAACTTCTTCTGG
372 ACTGAATAGTTCAAATATTTAGTAGGGATGG
373 CAGTTTGATGCGGCTTTCAGATCACTAGATG
374 GCCGGGATGTTTGAATGTTGCGCCTTGCACG
375 TACTGCCAATACGGTTCACACCTGCAGAACG
376 GATCAAAAGCGGTGAAATCTAAGAGCGTATG
377 AGAAAACGAAATTTCTTTGTAGACCTGGAGG
378 CGAATAACTGAAAATTCCGAGG
379 GCCGCGGGAAGACAAGCGCCGGGGACAGCAG
380 TATATAATATTAAGAATAAAGTCCGCGCATG
381 AATTACACGGGGGTTTCGGTGACCTGTCGGG
382 ACATGAAGTTACTTAAACTGGATCAGGAGGG
383 CCTACAGCGCGAGGAGCTGACTAGTCAAGG
384 GAGGTGCAGGTGATG
385 GAAGATTTTTTTAAACGCACTGCAACGGCGG
386 ATCATATGCATAGGAGCGAGAGTCAAATAGG
387 AAGTCTGGGTAGAAAATAATACAAGGATCAG
388 GATCGCAGGAAGGAACCAACGCAGCTTTGGG
389 ATAGACCTCCCTATAGGAAGAGCGTGGATCG
390 AGGCAATTAGCGCGGCAGGAAATCAAAAAGG
391 TACGTGAAAATCCACGATAAAGCGGAGAGGG
392 GGCAATTTTGTATCTAGTTAACTAGGCCGG
393 ATATAGATACGCCCTCAAATAGGGCATGAAG
394 ACACTCGGTACCAGAGATCAAGTTATGATAG
395 AAAAGAAGGGTCAGACACGCGAAATGCGTTG
396 ATAAAACCGCAGTAGCAAATGCCTGATCTG
397 GGCCGATGGTCAGCTTCCAGGGCTCGCAAGG
398 ATGCACGTTCAGAGTCTTCCCCCCCAGACGG
399 AAGACTCATCAGTAGGGCAGG
400 GGCAAGATTGTTATGCACGGGTAGAG
401 AACCGGTATTACCAATTGACGTAAGGCGG
402 AGATAGCCTCTGGAAACTGCCTGTAGACGG
403 GTGGCCAGCTTAAGAATCCTACAAATTAAAG
404 CGTTACCAAGTACACCAGACAGAAGAATCAG
405 GCCTGTTCAGAGCATACAACCACCAAAATTG
406 ACACATAACCTGAACAATATCCAAAGAAATG
407 CGGCGACCTACGTTGGCACAAAAAGCCTTGG
408 GTGGTAAGAGGCGTGTTAGAGGATAAATGAG
409 GAGAAGAGAATATGGCCTCTAAAGAGTGTAG
410 AACGTTGTAGTGTCATGTCAGTATGAGAGCG
411 CCAGAAACGATCTAATAGAGCTTGCAATTAG
412 CACGGACAAGAGAGACTTTATACCTGCATCG
Nature Methods: doi:10.1038/nmeth.3253
413 ATCGCTTTTAGGCGCATATTTGCTTTAAAGG
414 GTGCGCTATAAAGGGAACTGGCTTTATAGGG
415 ACAAAACCTTTGCGACGGAATAAGCGGACGG
416 AGACAGACAAAATCAATACGCGAGTTAACTG
417 GCGCGCCATTACTTGAAAGG
418 GGGTCGCACCATATAGGGGTGTAAGGTATAG
419 CCCAGGGAGGCATCAAATTAAGAATACGTGG
420 AGGCGCAACTTATTGACGAAGTCAAAGGGAG
421 ATTAAAAACTGATTCGCTGGATGGCAGAACG
422 GTCGATATCAAGCACGGAACGCTTATCGTAG
423 TAAGGGCAAAGAAGAGCATCCAGAAAGGCTG
424 CCCAAAGTGGTACGGCTTTATAATCCATTTG
425 GATACATAACAGGGAAAGTCGGGGAAATAGG
426 ACTATGAAATCTCTGCCTAGTAGAACGGCGG
427 AACTGAATATCCTTAAGCTGAAAATAAAACG
428 TGGCGGACTAGCTCAGAAATAAAAAACGACG
429 GACGACCCGAAAGTCTCCCACGGACTAACGG
430 AACTGCGCAGTTCAGCTATATGAACGAGCAG
431 ATAATCCATTTGAGCTTCAGCACCCTTGTGG
432 TAAACAGGATATATGGAATCTGCTGTTGATG
433 AGCAATATAAGCGGCAGGCCAAAG
434 GAACTTTTTGGCTGGATAAGCTATGGACGCG
435 TGAGACCACGACGAGCTGCGGGCACAAG
436 GAGGTGGCGGACAGGTTAGGGGTATACTCGG
437 AACACTAAATAAAGTTTATGTGAACCTTATG
438 GCTTATTCGACTCTAACCCAGTGGG
439 CACAGAATTTAACGACTAGGGGCCCGTTAAG
440 GTGGAAGCAAACGCATCCAACTTATGTGATG
441 ATTCGGTACGAGACACGCATACGACGACTAG
442 GTCGAAGGAACTGCAACTAGAGCACAGTCG
443 TAAGGGAACAGAAGCCAGGTGGGGAGGATCG
444 GAGGACCACGTTTGGGAACAACGGCGGATGG
445 CAAGTTCACATATCGTTCGGTAAGAGAACAG
446 TAAGTGAGATGAAGACGTACTTAGAAAATG
447 TGGTTTCCTCCAAGTCGGATTTCGAGTCGCG
448 TAATAAACAACGAAACATAGCTGTGACGCGG
449 TCCGGGAATGAGCGTAGTATTAAACCTCACG
450 CGATGCGGGAATTGGTTTACATGATATTATG
451 CGTCATGCTAGCAAGGTGACACCTCGGTGAG
452 AAAGAGCAGTCCGGTACTTGAGGTCAGGCAG
453 TGCTGAACCATGCCTTGGAAACTTTCTCTAG
454 GGAGGCGAGCACAGCAAATCGTAGCAG
455 TTCGACGACATAGGATGGTGAGTTGAAAATG
456 TAAAACGCAGAAACGCTATGGGACCGTTACG
457 CAAACAGGGGGATAACGGGCTTCATAGGGGG
458 GGATTGTGACAAGTGTCTTACTATGTCTCGG
459 AAAGGTATTATCATTAATAGGATGCCCTGCG
460 ATGACTGTGAGGACAATACAAGGCAAGAGAG
461 TGCGAGAGCTAGTGATGTGTTAAAAGTCGCG
462 ATCTTGACCAGCCGGAGTATCGTAGGGAGTG
463 GAACGCCCAACAATAGATCGGATAGATCGAG
464 CAACTTTACAGGCACGAGTATCACGGAGGAG
465 TGGCGACGACACCCGTTTCGATCTTGCTTTG
466 AGGCAGATACAGGATTAGCCTTATTAGCAAG
467 TATGGGCTAGCGTTACAGGAAGAGGACCGG
468 AAATCCGCTAAGGCATGACCATGACGGTTTG
469 TGTATTCCTTATTCGACTGGGTAGCGACTCG
470 TAACCTAATAGAGATCCACTAGTGTGTAGGG
471 GACGTTAAGAAGCTCCTCTCCACAGGCAAGG
Nature Methods: doi:10.1038/nmeth.3253
472 AAGAAATCCTTGGTGACGGAACGTTGAATTG
473 GACCGCGATCTCTACAAAGCGGGTTAAAAGG
474 TTGTGGTGAGTAATAGGGTGCAAGGGGAGGG
475 CGGGTCCAGGGTTAGCCCACCTGTTTAGTAG
476 TGACTGCTGCGAACAATGAAATAATGGCAAG
477 GGCGCAGCAAAAATACGGGTATACAGGCATG
478 GACGAAGCGGAGGTGACTGTTCACATTCGGG
479 GACGGTCCAAATAAATAACCTTATCCGATGG
480 GTATTAGGAGGGGACTGGGAGAAAGAAACAG
481 CATAGTTACTTAGCGGGATATACGGTG
482 ACGGGACTCTCCTGACAAACCACACAATGCG
483 GGCGCTAGTTATGATGTGGGGATACACTAGG
484 ACTAGCGGCACCGAAGCGCGCTCGATATCAG
485 ACAAATCTTCATATTCGGCTGACGCTAAGCG
486 CAATAAATCCGGATCATCCACAGTCCGCTGG
487 CACGTAGAAGCGCTTGGAGCGATCAGGCATG
488 AAGGTTCTGGTTAGGTGAAATGTATGAAGAG
489 CATCTTCATGTCGAACAAGTCCGTATG
490 TGAGGAGTGATGTTAGAGTTGAAGG
491 TCCCTATAGCCCTCTAATAAAGTCGATAAGG
492 CAGTAGGTAAAAAGTTCAACGGAAACAACAG
493 TACCATGCAAGGAGCTATGCGCGGTACAG
494 GCTTGGTTAGGGGTGCAAATCAAGCTGAAGG
495 GTGTCGTCCTTGCTCCTATCTTGGAGGAAAG
496 GCCTGTTGAAGGTAGCGCCAAATGGAATGAG
497 AAATCCCCGGTTCTGATCATGTCAG
498 TTAAAATAAACCCAAGGTCGATGGATAGACG
499 CTATCAAACAAAAGAAAGAATACTCCGGTCG
Nature Methods: doi:10.1038/nmeth.3253