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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 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
939.5
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
4170.0
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
3461.2
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
3093.7
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
2853.5
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
2827.9
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
2565.1
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
2521.4
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
2113.3
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
2085.6
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
1989.4
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
1979.0
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
1960.9
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
1946.0
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
1876.4
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
1872.3
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
1866.6
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1796.0
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1778.2
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
1747.8
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
1733.3
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
1723.1
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
1693.9
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
1611.1
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
1609.1
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
1603.0
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
1578.7
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
1578.7
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
1559.7
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
1557.5
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
1537.2
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1535.1
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
1526.4
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
1526.1
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
1482.6
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
1478.3
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
1475.3
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1474.6
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
1470.2
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
1467.0
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1463.6
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
1462.8
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1462.8
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
1456.9
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
1456.7
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
1446.9
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
1439.8
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1427.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
1424.1
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1414.6
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
1406.6
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
1405.2
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
1395.0
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
1390.5
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
1383.6
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
1383.5
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1372.3
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
1369.0
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1364.6
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
1359.7
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
1339.0
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
1333.1
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1327.5
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
1325.1
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
1318.7
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1313.3
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
1304.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
1300.2
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
1292.1
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
1286.4
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
1285.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
1276.0
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
1273.4
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
1259.5
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
1258.1
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
1258.0
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
1250.3
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
1248.7
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
1235.3
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
1231.5
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
1228.5
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
1225.6
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
1206.7
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
1206.7
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
1206.0
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
1192.1
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
1186.3
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
1171.5
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
1156.9
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1153.4
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
1147.6
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1145.1
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
1136.3
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1134.4
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
1129.6
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
1128.9
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
1128.7
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1122.9
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
1122.8
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
1119.8
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
1119.6
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
1116.9
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
1114.1
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
1110.7
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
1107.2
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
1106.5
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
1102.3
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
1097.8
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1096.4
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1089.8
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
1073.5
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
1069.6
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
1064.7
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
1062.6
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
1057.3
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
1053.4
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
1053.1
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
1052.1
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
1050.3
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
1045.6
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
1045.1
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1041.0
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
1038.0
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
1035.9
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
1035.0
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
1034.6
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1033.7
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
1033.7
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
1031.2
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1029.6
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
1027.0
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
1015.1
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
1011.6
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
1009.7
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
1006.1
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1002.2
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
998.8
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
998.3
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
993.9
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
993.6
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
992.8
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
991.8
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
990.1
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
989.0
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
987.9
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
987.1
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
979.2
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
971.4
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
970.0
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
968.6
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
968.5
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
965.6
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
965.0
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
964.1
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
962.7
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
962.6
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
962.3
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
960.8
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
960.2
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
959.9
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
955.9
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
950.6
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
949.9
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
949.1
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
948.0
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
943.5
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
937.4
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
936.4
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
936.3
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
934.3
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
933.2
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
932.2
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
928.3
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
927.1
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
925.8
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
925.5
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
925.4
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
924.8
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
922.2
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
921.5
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
921.5
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
918.2
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
917.6
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
917.5
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
915.8
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
915.3
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
912.6
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
911.5
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
909.4
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
908.0
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
906.3
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
906.2
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
905.5
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
901.0
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
899.9
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
899.9
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
897.8
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
895.6
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
891.6
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
890.4
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
888.2
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
887.5
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
885.9
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
880.2
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
880.1
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
877.0
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
876.7
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
875.5
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
875.4
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
873.2
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
872.2
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
872.2
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
869.6
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
868.3
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
867.0
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
865.6
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
865.5
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
862.6
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
858.1
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
857.9
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
855.7
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
855.4
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
850.8
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
849.2
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
847.1
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
844.4
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
839.0
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
837.4
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
836.0
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
834.9
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
832.9
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
832.7
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
830.3
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
828.4
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
827.3
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
826.1
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
825.5
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
823.3
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
817.6
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
816.3
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
810.7
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
808.6
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
807.6
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
807.2
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
807.2
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
806.8
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
805.9
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
805.4
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
804.5
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
803.8
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
803.5
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
802.2
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
801.0
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
799.8
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
799.1
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
798.7
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
798.6
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
798.4
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
798.2
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
798.0
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
796.8
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
796.4
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
795.4
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
795.3
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
795.1
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
792.9
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
791.8
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
789.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
789.5
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
785.5
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
783.6
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
780.2
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
776.6
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
766.8
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
761.6
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
759.6
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
759.1
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
757.2
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
757.2
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
757.0
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
755.9
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
753.5
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
753.1
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
752.8
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
751.8
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
750.5
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
749.4
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
747.8
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
745.9
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
743.9
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
742.3
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
741.7
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
737.0
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
731.8
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
731.2
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
730.6
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
730.3
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
730.3
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
730.1
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
727.7
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
726.1
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
723.5
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
723.2
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
721.4
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
720.9
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
720.2
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
719.8
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
718.0
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
715.6
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
712.4
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
710.6
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
710.3
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
703.0
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
702.7
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
701.0
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
698.8
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
698.6
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
698.1
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
697.8
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
695.2
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
693.6
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
693.4
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
693.2
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
692.9
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
690.4
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
689.8
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
688.7
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
687.9
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
685.3
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
684.5
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
684.2
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
684.1
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
681.7
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
680.7
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
680.6
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
675.2
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
673.3
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
669.3
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
665.6
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
662.0
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
654.5
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
651.2
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
644.9
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
642.7
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
641.7
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
641.0
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
640.4
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
638.3
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
633.9
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
633.5
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
631.2
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
630.2
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
628.9
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
627.7
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
627.0
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
623.3
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
620.4
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
618.8
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
618.6
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
618.2
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
617.6
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
616.6
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
614.8
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
613.3
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
608.1
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
606.7
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
604.7
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
604.5
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
604.3
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
602.4
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
599.7
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
599.6
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
599.1
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
598.7
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
597.9
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
597.8
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
596.1
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
595.1
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
584.7
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
580.1
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
578.9
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
574.5
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
570.7
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
562.7
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
560.1
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
557.5
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
556.5
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
556.4
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
554.6
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
552.3
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
551.8
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
549.2
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
535.1
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
534.8
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
533.9
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
530.5
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
530.2
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
522.0
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
518.3
TCGA-AA-3977-01A
65 years, male, alive, 761 days
517.2
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
516.6
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
516.2
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
512.5
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
506.5
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
496.8
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
492.4
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
491.9
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
488.3
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
486.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
483.9
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
480.4
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
480.0
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
478.5
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
478.5
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
475.1
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
474.1
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
474.1
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
473.2
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
466.1
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
465.9
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
465.4
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
460.5
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
458.5
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
449.7
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
447.9
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
433.5
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
414.8
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
402.0
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
397.6
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
382.3
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
369.7
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
368.6
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
306.7
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
298.2
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
172.6
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
130.9
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
The Human Protein Atlas project is funded
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