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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
280.4
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
992.7
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
842.2
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
746.6
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
672.2
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
630.1
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
606.0
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
596.4
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
584.3
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
573.1
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
563.7
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
561.9
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
560.1
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
555.4
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
547.1
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
544.1
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
523.9
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
522.5
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
490.2
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
490.2
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
483.8
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
476.0
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
470.4
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
463.0
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
451.3
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
445.7
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
440.7
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
438.6
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
428.7
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
425.0
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
420.3
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
413.2
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
410.2
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
403.8
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
401.6
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
398.6
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
393.9
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
392.6
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
389.1
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
383.0
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
381.1
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
377.4
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
376.3
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
375.7
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
372.2
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
372.1
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
372.1
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
371.9
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
369.2
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
366.4
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
366.0
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
362.7
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
362.3
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
360.1
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
356.5
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
355.6
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
354.5
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
353.9
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
352.1
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
351.9
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
348.1
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
346.1
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
346.0
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
342.8
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
342.4
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
342.1
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
341.1
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
337.4
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
333.6
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
333.2
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
332.9
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
329.2
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
328.9
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
327.9
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
327.2
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
327.0
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
326.7
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
326.3
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
322.8
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
321.5
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
319.9
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
318.2
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
317.9
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
316.7
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
315.4
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
315.0
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
314.3
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
313.9
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
310.9
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
309.8
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
309.1
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
307.2
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
306.4
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
306.3
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
305.6
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
302.5
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
300.4
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
297.6
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
297.0
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
296.5
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
296.2
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
295.9
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
295.9
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
295.7
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
292.0
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
290.5
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
285.3
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
284.2
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
283.8
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
281.7
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
281.5
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
280.9
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
279.7
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
278.0
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
277.0
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
276.1
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
275.7
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
275.1
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
275.0
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
274.8
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
273.0
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
271.7
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
271.7
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
269.4
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
268.8
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
268.8
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
268.6
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
266.8
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
266.5
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
266.4
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
266.3
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
265.9
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
265.8
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
265.0
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
263.0
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
260.5
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
260.0
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
257.5
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
256.1
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
256.0
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
256.0
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
254.5
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
253.7
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
252.7
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
250.5
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
250.2
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
249.0
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
248.4
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
247.5
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
246.5
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
246.1
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
244.9
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
244.4
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
244.4
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
240.8
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
240.1
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
239.9
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
239.8
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
238.8
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
238.5
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
237.9
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
237.9
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
236.1
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
235.5
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
235.0
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
235.0
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
234.4
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
233.8
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
233.7
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
232.7
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
232.2
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
232.0
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
231.0
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
230.7
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
230.5
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
230.0
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
229.5
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
229.3
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
228.6
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
227.4
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
227.3
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
226.5
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
226.4
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
224.2
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
223.0
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
221.0
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
220.2
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
219.4
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
219.2
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
216.1
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
215.8
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
214.9
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
214.3
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
213.7
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
213.7
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
213.2
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
212.7
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
212.6
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
212.6
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
212.6
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
212.0
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
210.3
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
210.1
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
209.8
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
209.8
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
208.3
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
205.8
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
203.8
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
203.6
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
202.5
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
202.5
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
201.6
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
200.5
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
200.3
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
199.7
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
198.7
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
198.6
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
194.8
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
193.5
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
193.0
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
192.8
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
192.0
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
192.0
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
191.9
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
191.8
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
191.1
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
189.9
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
189.8
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
189.7
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
189.5
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
187.7
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
187.3
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
186.2
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
181.7
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
180.9
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
180.6
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
177.8
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
176.6
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
176.5
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
176.1
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
175.6
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
174.8
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
174.8
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
172.9
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
172.3
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
171.6
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
170.9
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
170.5
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
170.4
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
170.0
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
169.7
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
169.7
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
168.2
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
166.7
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
166.4
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
165.7
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
164.9
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
164.8
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
163.0
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
162.0
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
161.5
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
160.6
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
160.2
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
157.6
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
156.0
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
155.8
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
154.4
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
154.1
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
151.3
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
148.3
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
145.8
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
145.7
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
140.5
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
139.9
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
138.9
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
138.3
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
133.7
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
126.7
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
124.8
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
123.4
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
117.5
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
116.0
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
109.9
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
108.4
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
89.6
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
The Human Protein Atlas project is funded
