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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
113.5
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
2300.4
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
1918.0
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
1879.4
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
1029.6
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
793.4
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
747.2
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
663.0
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
592.7
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
572.1
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
479.9
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
460.4
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
459.1
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
414.1
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
405.2
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
404.5
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
383.6
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
361.1
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
346.8
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
336.2
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
323.7
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
313.9
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
310.4
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
274.5
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
267.4
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
257.5
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
255.5
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
247.8
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
240.6
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
224.9
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
223.4
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
222.4
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
220.4
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
217.6
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
216.4
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
213.3
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
199.0
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
198.9
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
198.7
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
198.4
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
198.2
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
197.7
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
195.9
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
194.2
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
191.9
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
185.2
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
185.2
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
183.6
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
181.3
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
178.9
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
178.7
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
178.0
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
176.0
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
175.4
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
175.1
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
174.8
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
168.5
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
161.2
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
159.7
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
157.3
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
154.7
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
146.7
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
145.4
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
142.9
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
140.9
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
139.7
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
137.8
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
137.4
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
132.0
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
130.6
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
124.6
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
124.4
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
122.7
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
119.5
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
116.8
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
115.7
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
113.6
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
112.7
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
111.6
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
110.5
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
108.1
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
100.2
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
99.1
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
99.0
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
97.9
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
97.5
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
96.0
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
93.6
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
92.3
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
91.5
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
90.1
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
89.2
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
88.8
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
87.1
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
86.9
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
86.7
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
82.8
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
81.9
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
79.7
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
76.0
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
75.9
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
73.1
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
73.1
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
70.4
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
70.3
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
69.1
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
69.0
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
66.0
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
65.4
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
65.4
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
64.9
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
64.5
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
61.9
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
61.2
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
60.2
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
59.9
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
59.7
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
58.3
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
57.5
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
56.9
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
56.8
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
56.6
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
56.1
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
55.8
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
55.0
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
54.6
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
53.6
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
53.2
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
52.9
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
52.2
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
51.5
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
49.3
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
49.0
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
49.0
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
48.5
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
48.0
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
47.3
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
47.1
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
45.9
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
44.0
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
43.1
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
42.8
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
42.5
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
41.8
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
41.8
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
40.2
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
39.5
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
39.4
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
39.3
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
38.4
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
37.8
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
37.8
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
37.6
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
36.9
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
35.9
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
35.7
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
35.7
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
35.6
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
35.2
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
35.1
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
34.9
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
34.8
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
34.3
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
33.5
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
32.5
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
31.8
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
31.5
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
30.9
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
30.6
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
30.3
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
30.2
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
30.2
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
28.6
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
28.1
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
27.7
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
27.6
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
27.4
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
27.3
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
27.1
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
26.3
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
25.5
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
25.2
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
25.0
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
24.0
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
23.4
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
23.3
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
23.1
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
23.0
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
22.2
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
21.8
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
21.4
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
21.4
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
20.9
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
20.8
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
20.7
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
20.7
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
20.6
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
20.0
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
19.6
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
19.1
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
19.1
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
18.8
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
18.7
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
18.3
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
18.0
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
17.9
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
17.6
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
17.6
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
16.7
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
16.6
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
16.5
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
16.1
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
16.0
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
15.8
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
15.6
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
15.6
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
15.3
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
15.2
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
15.2
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
15.1
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
14.5
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
14.1
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
14.1
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
13.6
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
13.5
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
13.4
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
13.3
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
13.1
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
12.9
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
12.9
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
12.6
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
12.6
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
12.4
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
11.6
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
11.4
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
11.4
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
11.3
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
11.3
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
11.2
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
11.2
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
11.0
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
10.4
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
10.3
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
10.2
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
9.9
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
9.3
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
9.2
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
9.1
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
8.8
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
8.5
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
8.3
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
8.1
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
8.1
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
8.0
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
7.3
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
7.2
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
7.0
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
6.5
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
6.4
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
6.3
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
5.5
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
5.2
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
5.1
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
5.1
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
5.0
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
4.8
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
4.3
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
3.9
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
3.3
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
3.3
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
3.3
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
3.0
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
2.8
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
2.6
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
2.6
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
2.3
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
2.3
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
1.9
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
1.8
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
1.5
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
1.5
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
The Human Protein Atlas project is funded
