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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.
: 8583.76
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
6515.7
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
26483.6
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
22667.1
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
20940.1
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
17750.9
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
17613.9
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
16307.7
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
15535.6
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
15316.4
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
15190.0
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
14826.5
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
14804.5
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
14793.5
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
14702.7
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
14595.9
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
14366.4
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
14216.9
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
13881.4
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
13796.4
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
13522.5
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
13486.4
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
13384.8
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
13309.0
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
13242.5
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
13217.8
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
13050.6
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
13007.7
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
12960.4
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
12928.8
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
12707.0
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
12683.5
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
12533.0
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
12518.0
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
12471.0
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
12448.5
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
12406.6
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
12351.5
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
12342.2
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
12152.2
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
12016.6
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
11846.1
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
11786.7
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
11698.8
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
11577.5
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
11516.3
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
11420.0
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
11328.5
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
11178.2
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
11102.0
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
11068.2
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
10980.4
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
10974.8
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
10879.1
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
10840.6
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
10799.0
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
10641.2
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
10613.3
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
10455.4
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
10443.3
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
10417.7
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
10413.0
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
10384.3
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
10373.8
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
10215.3
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
10089.0
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
9952.0
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
9910.9
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
9850.7
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
9798.7
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
9790.1
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
9699.2
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
9675.2
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
9643.6
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
9602.7
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
9498.4
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
9489.4
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
9453.3
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
9446.1
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
9443.5
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
9413.0
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
9402.6
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
9401.1
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
9384.2
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
9362.1
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
9307.6
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
9280.7
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
9253.1
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
9227.2
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
9145.2
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
9143.6
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
9076.4
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
9064.9
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
9044.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
9044.5
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
8915.9
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
8907.3
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
8902.8
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
8839.8
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
8820.6
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
8808.6
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
8770.1
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
8710.7
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
8699.2
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
8694.7
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
8646.2
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
8636.1
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
8591.7
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
8575.8
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
8473.8
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
8422.3
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
8326.6
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
8315.0
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
8281.4
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
8277.9
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
8246.4
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
8242.7
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
8240.0
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
8214.7
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
8126.1
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
8112.4
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
8110.4
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
8026.6
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
8008.2
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
7960.4
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
7939.5
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
7920.8
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
7896.9
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
7858.9
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
7855.6
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
7847.0
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
7820.4
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
7816.9
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
7815.2
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
7770.2
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
7718.6
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
7653.5
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
7652.7
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
7628.7
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
7589.3
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
7534.7
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
7526.0
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
7524.4
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
7496.2
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
7487.3
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
7480.8
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
7473.2
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
7435.1
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
7403.9
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
7377.0
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
7361.1
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
7360.2
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
7350.4
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
7333.0
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
7330.3
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
7327.0
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
7318.3
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
7252.1
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
7223.6
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
7048.9
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
7009.1
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
6965.0
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
6963.2
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
6934.4
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
6883.6
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
6875.6
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
6844.0
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
6835.4
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
6833.3
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
6782.6
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
6730.8
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
6701.1
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
6694.6
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
6684.2
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
6664.8
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
6643.0
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
6612.8
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
6606.3
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
6592.0
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
6562.1
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
6542.7
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
6518.3
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
6517.2
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
6417.1
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
6410.4
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
6402.6
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
6397.3
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
6390.3
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
6367.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
6327.7
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
6318.0
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
6308.6
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
6289.1
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
6281.2
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
6248.7
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
6221.3
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
6167.7
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
6144.4
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
6140.4
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
6113.5
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
6107.9
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
6107.3
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
6077.4
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
6055.7
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
6048.8
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
6046.5
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
6036.6
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
6008.2
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
5983.1
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
5962.1
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
5914.0
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
5893.4
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
5890.9
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
5863.8
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
5860.0
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
5855.5
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
5819.6
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
5815.5
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
5786.9
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
5751.5
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
5703.1
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
5698.4
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
5693.2
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
5658.6
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
5618.2
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
5600.5
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
5582.2
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
5572.2
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
5562.9
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
5559.7
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
5550.1
TCGA-AA-3977-01A
65 years, male, alive, 761 days
5514.9
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
5465.0
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
5446.8
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
5438.7
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
5427.2
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
5402.0
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
5386.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
5350.4
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
5350.1
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
5344.5
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
5323.5
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
5314.9
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
5285.4
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
5274.9
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
5273.4
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
5243.3
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
5237.4
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
5233.3
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
5233.0
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
5223.8
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
5216.4
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
5186.0
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
5150.6
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
5131.7
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
5124.6
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
5110.3
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
5100.9
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
5100.7
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
5068.3
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
5027.0
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
5026.9
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
5016.9
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
5010.7
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
4990.3
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
4980.5
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
4973.1
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
4967.6
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
4958.2
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
4956.7
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
4948.4
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
4944.3
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
4910.0
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
4892.2
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
4890.5
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
4887.1
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
4855.3
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
4845.0
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
4836.6
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
4835.4
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
4827.2
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
4826.5
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
4810.5
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
4799.0
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
4772.6
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
4750.7
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
4722.2
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
4704.9
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
4625.9
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
4582.0
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
4579.7
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
4577.4
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
4550.7
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
4547.8
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
4546.6
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
4542.6
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
4541.6
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
4539.3
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
4520.9
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
4458.6
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
4430.4
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
4407.4
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
4398.7
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
4353.7
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
4342.0
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
4310.0
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
4309.4
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
4293.6
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
4243.7
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
4239.8
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
4201.7
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
4176.2
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
4169.9
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
4149.7
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
4134.2
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
4108.5
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
4100.0
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
4095.9
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
4091.7
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
4088.0
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
4083.2
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
4076.4
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
4071.3
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
4060.4
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
4052.7
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
4037.9
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
3989.8
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
3975.7
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
3943.4
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
3906.9
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
3882.5
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
3879.5
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
3865.7
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
3846.5
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
3840.2
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
3827.5
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
3822.8
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
3818.7
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
3813.9
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
3804.5
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
3798.1
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
3792.5
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
3788.9
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
3753.6
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
3705.0
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
3681.8
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
3653.3
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
3631.5
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
3619.3
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
3618.5
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
3614.4
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
3600.7
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
3579.3
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
3577.1
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
3544.7
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
3538.8
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
3536.8
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
3532.1
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
3515.2
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
3506.5
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
3487.2
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
3472.7
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
3424.3
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
3424.1
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
3415.1
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
3401.3
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
3391.1
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
3381.3
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
3380.5
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
3363.9
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
3299.0
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
3251.7
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
3251.3
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
3232.1
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
3189.8
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
3188.0
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
3162.3
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
3142.8
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
3139.8
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
3138.0
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
3102.8
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
3098.6
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
3063.1
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
3061.7
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
3016.0
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
3012.4
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
3010.1
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
2965.1
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
2956.6
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
2933.0
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
2926.6
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
2910.1
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
2846.9
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
2813.0
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
2808.7
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
2772.8
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
2763.2
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
2752.4
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
2711.5
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
2695.8
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
2692.4
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
2674.6
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
2670.8
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
2631.2
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
2622.8
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
2595.9
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
2578.9
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
2461.6
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
2456.3
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
2418.9
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
2393.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
2389.0
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
2346.7
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
2298.5
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
2288.1
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
2167.5
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
2165.6
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
2074.0
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
2065.9
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
2002.4
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1997.3
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
1988.2
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
1893.7
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
1808.6
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
1714.2
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
1694.7
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1622.2
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
1576.5
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
1536.1
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
1428.2
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
1387.7
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
1343.0
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
1283.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
1157.2
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1005.8
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
868.1
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
789.2
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
767.5
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
The Human Protein Atlas project is funded
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