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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 interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot 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).
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 230.54
Median expression: N/A
Median follow up time: 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 median 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
293.7
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
3681.0
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
2404.4
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
2308.9
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
2203.6
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
2104.4
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
1412.3
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
1400.6
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
1392.9
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
1367.2
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
1187.1
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
1157.0
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
1134.4
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
1127.3
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
1095.0
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
1080.1
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
1079.4
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
1076.7
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
1059.3
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
1028.3
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
1006.0
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
981.9
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
963.5
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
956.9
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
954.5
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
944.5
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
944.3
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
943.1
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
933.6
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
876.5
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
857.2
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
848.8
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
846.2
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
840.6
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
744.7
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
725.5
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
721.7
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
718.0
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
700.4
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
691.9
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
683.0
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
667.5
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
662.6
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
658.8
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
656.2
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
651.0
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
645.3
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
639.0
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
638.6
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
638.4
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
635.8
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
616.2
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
615.0
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
604.9
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
604.0
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
603.3
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
598.4
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
596.3
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
585.3
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
584.7
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
578.9
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
578.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
567.3
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
555.4
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
544.0
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
542.4
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
539.7
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
535.0
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
531.3
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
523.3
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
500.2
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
497.2
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
486.6
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
473.6
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
464.4
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
461.0
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
459.5
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
458.2
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
457.2
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
457.0
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
440.8
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
439.8
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
430.5
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
423.9
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
422.7
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
420.3
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
415.2
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
412.9
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
409.4
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
405.0
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
397.5
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
395.5
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
391.9
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
387.0
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
386.2
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
383.8
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
382.7
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
382.5
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
380.4
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
374.3
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
363.6
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
363.5
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
356.5
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
356.2
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
356.1
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
355.7
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
353.1
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
350.3
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
344.7
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
343.9
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
342.4
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
340.6
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
340.4
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
338.2
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
335.8
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
333.7
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
332.0
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
330.9
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
329.3
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
329.2
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
327.1
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
326.6
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
325.7
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
324.3
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
324.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
323.1
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
319.0
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
317.8
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
315.5
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
315.0
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
313.7
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
313.7
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
313.6
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
311.3
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
308.4
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
308.3
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
305.6
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
303.9
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
301.4
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
299.7
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
295.5
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
294.1
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
289.9
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
288.8
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
287.1
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
282.0
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
280.4
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
280.1
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
280.0
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
279.2
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
273.0
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
272.5
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
267.0
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
265.2
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
261.2
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
260.5
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
258.2
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
257.7
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
257.2
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
256.3
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
253.5
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
253.1
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
250.7
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
250.5
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
249.8
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
249.5
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
247.6
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
243.7
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
240.5
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
240.5
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
238.8
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
238.7
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
238.6
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
236.0
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
234.6
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
233.0
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
232.7
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
228.3
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
227.0
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
226.4
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
225.2
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
223.7
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
220.0
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
218.8
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
217.4
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
216.3
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
216.1
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
214.9
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
213.3
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
212.7
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
210.3
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
209.5
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
208.7
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
206.8
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
206.3
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
204.5
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
204.0
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
202.9
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
202.7
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
201.4
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
200.8
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
200.5
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
199.8
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
199.6
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
199.5
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
196.9
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
196.2
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
195.0
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
193.2
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
191.1
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
190.9
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
190.2
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
188.9
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
186.5
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
186.4
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
184.6
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
182.7
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
182.2
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
181.1
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
180.2
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
178.8
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
177.3
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
176.4
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
174.1
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
172.9
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
172.1
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
171.5
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
169.5
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
169.3
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
166.2
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
166.0
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
165.8
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
165.6
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
164.6
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
164.3
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
163.3
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
163.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
162.5
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
162.0
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
161.3
TCGA-AA-3977-01A
65 years, male, alive, 761 days
161.2
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
161.0
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
159.7
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
158.7
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
156.6
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
155.7
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
154.2
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
154.0
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
152.3
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
152.0
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
149.7
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
149.6
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
146.1
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
145.6
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
141.3
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
141.3
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
141.1
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
140.8
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
140.6
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
139.8
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
139.5
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
138.5
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
138.4
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
136.8
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
136.6
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
135.9
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
135.1
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
134.9
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
134.5
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
134.3
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
133.6
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
133.5
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
131.9
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
130.1
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
128.8
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
128.0
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
127.8
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
127.7
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
126.2
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
125.3
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
124.9
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
124.6
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
124.0
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
122.6
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
122.2
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
121.7
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
121.6
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
120.6
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
120.1
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
119.2
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
119.0
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
118.5
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
116.2
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
115.9
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
115.2
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
114.7
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
114.5
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
114.3
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
112.8
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
112.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
110.8
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
109.7
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
109.7
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
109.5
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
107.6
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
106.8
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
106.1
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
106.0
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
105.1
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
101.3
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
101.0
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
100.9
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
100.0
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
99.9
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
99.6
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
98.3
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
97.6
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
96.7
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
96.5
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
96.3
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
94.9
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
94.3
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
93.8
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
92.8
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
92.1
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
91.5
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
89.8
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
89.5
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
88.8
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
88.3
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
87.3
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
87.3
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
86.3
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
85.8
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
85.2
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
85.1
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
83.9
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
83.3
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
83.2
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
82.5
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
80.0
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
79.0
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
78.1
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
78.1
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
78.0
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
77.3
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
76.4
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
76.2
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
75.9
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
75.1
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
72.7
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
72.3
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
71.5
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
71.0
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
68.7
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
67.5
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
67.0
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
65.6
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
65.1
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
65.0
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
64.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
64.1
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
64.0
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
62.4
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
61.6
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
61.2
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
60.5
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
60.4
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
60.2
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
59.7
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
59.5
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
57.9
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
57.7
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
57.5
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
57.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
56.7
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
56.3
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
55.6
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
54.6
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
54.5
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
54.0
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
52.3
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
52.0
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
50.5
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
49.7
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
49.6
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
49.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
48.5
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
47.7
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
46.7
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
46.7
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
46.0
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
45.3
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
43.4
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
42.7
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
42.3
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
41.2
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
40.8
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
40.6
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
39.9
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
38.8
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
38.0
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
37.9
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
37.5
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
36.7
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
36.1
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
35.3
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
33.4
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
32.2
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
31.7
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
31.7
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
31.7
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
30.3
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
29.4
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
28.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
24.8
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
24.5
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
24.0
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
24.0
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
23.9
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
23.7
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
23.7
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
21.6
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
20.5
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
20.4
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
20.4
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
19.4
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
19.1
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
18.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
17.7
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
15.7
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
14.8
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
13.6
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
10.2
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
9.7
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
8.5
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
The Human Protein Atlas project is funded
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