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PancreaticCancerBiomarker
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[9c62e1]: / Debernardi et al 2020 data.csv

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# sample_id patient_cohort sample_origin age sex diagnosis stage benign_sample_diagnosis plasma_CA19_9 creatinine LYVE1 REG1B TFF1 REG1A
1 S1 Cohort1 BPTB 33 F 1 11.7 1.83222 0.8932192 52.94884 654.282174 1262
2 S10 Cohort1 BPTB 81 F 1 0.97266 2.037585 94.46703 209.48825 228.407
3 S100 Cohort2 BPTB 51 M 1 7 0.78039 0.1455889 102.366 461.141
4 S101 Cohort2 BPTB 61 M 1 8 0.70122 0.00280488 60.579 142.95
5 S102 Cohort2 BPTB 62 M 1 9 0.21489 0.00085956 65.54 41.088
6 S103 Cohort2 BPTB 53 M 1 0.84825 0.003393 62.126 59.793
7 S104 Cohort2 BPTB 70 M 1 0.62205 0.1743808 152.277 117.516
8 S105 Cohort2 BPTB 58 F 1 11 0.89349 0.00357396 3.73 40.294
9 S106 Cohort2 BPTB 59 F 1 0.48633 0.00194532 7.021 26.782
10 S107 Cohort2 BPTB 56 F 1 24 0.61074 0.2787785 83.928 19.185
11 S108 Cohort2 BPTB 77 F 1 0.29406 0.00117624 6.218 28.297
12 S109 Cohort2 BPTB 71 M 1 23 1.05183 0.8603368 243.082 608.284
13 S11 Cohort1 BPTB 49 F 1 0.85956 1.416314 151.83077 74.1899025 505.571
14 S110 Cohort2 BPTB 53 M 1 7 1.91139 1.516773 150.89 590.686
15 S111 Cohort2 BPTB 56 F 1 12 0.91611 0.5996449 93.811 93.576
16 S112 Cohort2 BPTB 60 F 1 28 0.50895 0.0020358 24.366 19.698
17 S113 Cohort2 BPTB 69 F 1 9 0.41847 0.00167388 17.102 0.03264066
18 S114 Cohort2 BPTB 60 F 1 47 0.80301 0.00321204 3.588 30.071
19 S115 Cohort2 BPTB 55 M 1 17 1.28934 2.285351 67.468 269.805
20 S116 Cohort1 BPTB 28 F 1 8.7 0.50895 0.5830097 13.61906 267.193539 381
21 S117 Cohort1 BPTB 54 F 1 1.2441 0.0049764 5.5073501 193.145661 113
22 S118 Cohort1 BPTB 50 F 1 8.7 0.95004 0.00380016 56.399133 192.258882 137
23 S119 Cohort1 BPTB 40 M 1 0.76908 0.6539844 14.607579 341.2674531
24 S12 Cohort1 BPTB 74 F 1 0.31668 0.5830097 25.52035 146.588598 111.531
25 S120 Cohort1 BPTB 63 M 1 0.75777 2.44018 21.22948 109.42115 903
26 S121 Cohort1 BPTB 50 M 1 0.78039 1.044411 7.355656 250.344294 149
27 S122 Cohort1 BPTB 47 M 1 0.95004 0.7486172 19.020988 248.570736 736
28 S123 Cohort1 BPTB 45 M 1 9.6 1.3572 2.392864 28.509285 353.656656 563
29 S124 Cohort1 BPTB 35 M 1 4 0.24882 0.00099528 9.245166 6.03070104 624
30 S125 Cohort1 BPTB 30 M 1 10.8 1.18755 1.600313 22.471281 299.11836 570
31 S126 Cohort2 BPTB 48 F 1 0.72384 0.00289536 5.354 43.343
32 S127 Cohort2 BPTB 44 F 1 1.22148 5.309197 21.965 971.553
33 S128 Cohort2 BPTB 44 F 1 1.17624 4.239308 7.62 436.361
34 S129 Cohort2 BPTB 56 F 1 0.13572 0.00054288 2.276 0.01058616
35 S13 Cohort1 BPTB 58 F 1 1.21017 1.008584 45.185693 268.967097 116.998
36 S130 Cohort2 BPTB 44 F 1 2.02449 6.925281 53.11 1274.49
37 S131 Cohort2 BPTB 48 F 1 0.15834 0.00063336 1.21 3.526
38 S132 Cohort2 BPTB 48 F 1 0.3393 0.0013572 1.907 3.044
39 S133 Cohort2 BPTB 41 F 1 0.10179 1.013824 2.795 1.82
40 S134 Cohort2 BPTB 45 F 1 0.85956 0.963804 29.522 363.076
41 S135 Cohort2 BPTB 45 F 1 0.59943 4.090239 15.328 67.711
42 S136 Cohort2 BPTB 45 F 1 0.58812 0.462653 3.612 34.237
43 S137 Cohort2 BPTB 48 F 1 1.05183 7.300192 118.325 1424.961
44 S138 Cohort2 BPTB 89 F 1 0.64467 6.836843 76.834 981.545
45 S139 Cohort2 BPTB 87 M 1 0.05647592 0.06786 0.00027144 0.7303665 0.00529308
46 S14 Cohort1 BPTB 50 F 1 0.61074 0.1103106 16.43327 174.522858 103.184
47 S140 Cohort2 BPTB 66 F 1 4.060258 0.75777 0.008919911 5.41987 8.919911
48 S141 Cohort2 BPTB 59 M 1 0.908578 1.91139 0.06216421 50.1122 62.16421
49 S142 Cohort2 BPTB 59 M 1 3.389304 1.26672 0.007113679 5.22589 7.113679
50 S143 Cohort2 BPTB 36 F 1 5.128234 0.96135 0.01942577 47.254685 19.42577
51 S144 Cohort2 BPTB 70 F 1 1.1359264 0.39585 0.01278068 10.887465 12.78068
52 S145 Cohort2 BPTB 63 F 1 1.9389494 0.42978 0.00171912 5.799405 0.03352284
53 S146 Cohort2 BPTB 63 F 1 2.059078 0.32799 0.00131196 219.8605 0.02558322
54 S147 Cohort2 BPTB 59 M 1 0.5161092 0.88218 0.008404655 8.23218 8.404655
55 S148 Cohort2 BPTB 67 F 1 1.8477128 0.38454 0.001682586 15.06118 1.682586
56 S149 Cohort2 BPTB 49 M 1 2.11638 0.91611 0.01329349 78.4703 13.29349
57 S15 Cohort1 BPTB 87 F 1 0.87087 1.46409 11.756486 263.7002 108.298
58 S150 Cohort2 BPTB 47 M 1 2.558004 1.23279 0.04893169 146.7188 48.93169
59 S151 Cohort2 BPTB 60 F 1 6.275096 0.13572 0.000647148 3.0346865 0.6471484
60 S152 Cohort2 BPTB 60 F 1 2.370806 0.09048 0.007113679 4.4540935 7.113679
61 S153 Cohort2 BPTB 73 F 1 5.517202 0.20358 0.00081432 2.76052 0.01587924
62 S154 Cohort2 BPTB 83 F 1 1.1303358 0.31668 0.00126672 23.192925 0.02470104
63 S155 Cohort2 BPTB 60 F 1 6.223082 0.1131 0.00478765 3.6021425 4.78765
64 S156 Cohort2 BPTB 44 F 1 0.916032 0.12441 0.01764217 13.10085 17.64217
65 S157 Cohort2 BPTB 55 F 1 0.749904 0.4524 0.000647148 6.85593 0.6471484
66 S158 Cohort2 BPTB 51 F 1 1.0800212 0.2262 0.0009048 5.30383 0.0176436
67 S159 Cohort2 BPTB 56 F 1 1.9369218 0.16965 0.0006786 0.9549 0.0132327
68 S16 Cohort1 BPTB 60 M 1 1.27803 3.816866 92.33966 105.99275 358.794
69 S160 Cohort2 BPTB 65 F 1 2.52441 0.70122 0.02898082 60.37345 28.98082
70 S161 Cohort2 BPTB 45 M 1 2.532164 0.37323 0.00149292 12.953345 0.02911194
71 S162 Cohort2 BPTB 64 F 1 0.4571338 0.12441 0.00049764 6.53329 0.00970398
72 S163 Cohort2 BPTB 26 F 1 3.527344 0.19227 0.000906008 13.02703 0.9060078
73 S164 Cohort2 BPTB 34 F 1 0.8135388 0.53157 0.008662283 7.88036 8.662283
74 S165 Cohort2 BPTB 45 F 1 0.05156496 0.06786 0.01046568 3.222564 10.46568
75 S166 Cohort2 BPTB 51 F 1 0.8303104 0.14703 0.000388289 87.5727 0.3882891
76 S167 Cohort2 BPTB 67 F 1 0.7140976 1.09707 0.002976883 14.600835 2.976883
77 S168 Cohort2 BPTB 64 F 1 6.159064 0.4524 0.000906008 2.896185 0.9060078
78 S169 Cohort2 BPTB 50 F 1 0 0.53157 0.005046098 5.381445 5.046098
79 S17 Cohort1 BPTB 49 M 1 1.79829 4.980546 207.19349 194.14677 675.623
80 S170 Cohort2 BPTB 63 F 1 0.5140028 0.30537 0.005304546 7.56369 5.304546
81 S171 Cohort2 BPTB 81 F 1 25.38502 1.02921 0.003494602 1.6164935 3.494602
82 S172 Cohort2 BPTB 71 M 1 1.9835538 0.14703 0.00012943 6.424855 0.1294297
83 S173 Cohort2 BPTB 71 F 1 0.7309476 0.3393 0.003753461 4.948546 3.753461
84 S174 Cohort2 BPTB 35 F 1 0.6488036 0.41847 0.01636817 31.913445 16.36817
85 S175 Cohort2 BPTB 57 F 1 5.025272 0.29406 0.000647148 8.23218 0.6471484
86 S176 Cohort2 BPTB 64 M 1 1.2861902 1.06314 0.0237283 27.022365 23.7283
87 S177 Cohort2 BPTB 40 M 1 3.95146 0.27144 0.00012943 7.24631 0.1294297
88 S178 Cohort2 BPTB 46 M 1 0.8023578 1.67388 0.007113679 115.367 7.113679
89 S179 Cohort2 BPTB 61 F 1 5.151994 0.76908 0.00307632 8.654645 0.05998824
90 S18 Cohort1 BPTB 58 F 1 0.53157 1.994221 43.173018 171.590793 176
91 S180 Cohort2 BPTB 71 F 1 1.1787872 0.26013 0.00012943 5.22589 0.1294297
92 S181 Cohort2 BPTB 38 F 1 0.13996204 0.30537 0.00122148 9.57219 0.02381886
93 S182 Cohort2 BPTB 50 M 1 1.2029986 1.131 0.004524 49.35476 0.088218
94 S183 Cohort2 BPTB 84 F 1 4.744934 0.49764 0.00199056 17.994015 0.03881592
95 S19 Cohort1 BPTB 63 F 1 0.96135 3.173585 27.646717 280.495557 86.775
96 S2 Cohort1 BPTB 69 F 1 0.65598 0.0913702 7.232498 24.4641891 64.779
97 S20 Cohort1 BPTB 74 F 1 1.08576 1.858508 37.103262 126.13475 132.604
98 S21 Cohort1 BPTB 64 M 1 1.86615 1.344993 35.122346 97.7711532 83.829
99 S22 Cohort1 BPTB 68 F 1 0.96135 0.279427 138.63108 171.078084 507.593
100 S23 Cohort2 BPTB 50 F 1 0.63336 0.00253344 45.294 95.767