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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
1574.3
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
5425.8
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
5176.6
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
5136.8
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
3806.6
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
3653.4
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
3066.4
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
3026.7
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
2992.1
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
2974.6
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
2947.2
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
2904.2
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
2859.9
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
2688.7
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
2661.5
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
2658.2
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
2657.3
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
2640.1
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
2634.1
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
2600.3
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
2591.6
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
2588.9
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
2586.5
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
2557.2
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
2526.7
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
2512.9
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
2512.2
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
2492.5
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
2487.3
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
2479.2
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
2464.0
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
2457.6
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
2457.3
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
2449.8
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
2446.4
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
2437.9
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
2427.2
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
2396.1
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
2373.7
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
2331.4
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
2300.9
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
2297.5
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
2283.2
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
2273.5
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
2230.8
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
2224.8
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
2217.6
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
2205.4
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
2191.4
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
2184.8
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
2179.6
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
2173.0
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
2168.5
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
2157.9
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
2143.8
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
2143.1
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
2135.7
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
2129.5
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
2118.4
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
2115.2
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
2111.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
2098.9
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
2091.6
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
2080.5
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
2073.6
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
2069.0
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
2056.7
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
2052.5
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
2046.4
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
2045.9
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
2044.6
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
2033.2
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
2023.5
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
2017.4
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
2004.0
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
1997.2
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
1993.5
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
1981.5
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
1977.1
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
1968.6
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
1956.9
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
1956.9
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
1952.0
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
1947.3
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
1945.6
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
1932.6
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
1929.1
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
1928.3
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
1927.7
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
1919.6
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
1914.7
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
1913.2
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
1904.9
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
1897.2
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
1896.1
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
1894.6
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
1892.7
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1892.6
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1889.7
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
1885.9
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
1882.7
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1881.9
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1880.1
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
1877.1
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
1872.1
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
1871.8
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
1867.0
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
1863.3
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
1861.5
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
1858.0
TCGA-AA-3977-01A
65 years, male, alive, 761 days
1856.8
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
1855.7
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
1853.4
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
1847.9
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1836.6
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
1830.3
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
1816.9
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
1815.7
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
1815.4
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
1811.2
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
1810.7
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
1805.9
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
1802.6
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
1802.5
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
1802.4
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
1796.5
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
1792.2
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1790.8
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
1785.3
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
1765.6
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
1750.5
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
1749.5
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
1741.4
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
1737.2
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
1727.5
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
1723.6
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
1722.1
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
1721.1
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
1721.1
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
1717.7
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
1714.8
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
1703.5
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1699.1
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1691.1
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
1690.8
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
1683.0
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
1681.0
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1675.3
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
1670.7
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
1667.1
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
1666.9
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
1666.0
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
1656.5
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
1655.9
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
1654.9
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
1654.5
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
1653.5
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1652.8
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
1649.9
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
1648.0
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
1644.8
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1644.1
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1642.7
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1641.9
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
1641.2
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
1639.9
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
1639.2
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
1638.4
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
1631.6
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
1629.3
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
1623.4
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
1621.5
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
1620.7
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
1620.2
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1617.4
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
1616.8
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
1615.9
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
1615.3
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
1614.5
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
1613.7
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
1613.6
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
1609.6
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
1607.6
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
1607.4
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
1604.9
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1599.0
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
1599.0
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
1591.6
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1588.2
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1586.2
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
1584.2
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
1583.2
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
1581.3
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
1580.6
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
1580.5
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
1578.0
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
1573.2
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1572.0
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
1571.6
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
1570.7
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
1569.5
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
1568.7
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
1568.1
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
1560.3
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
1551.5
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
1550.4
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
1535.5
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
1534.3
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
1531.9
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1531.8
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
1530.5
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
1526.4
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
1525.4
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
1525.1
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
1518.8
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
1517.0
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1511.7
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
1511.4
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
1511.0
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
1506.7
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
1505.8
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
1501.0
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
1499.0
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
1497.8
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
1497.1
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
1494.6
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
1490.3
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
1487.9
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
1487.7
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
1484.0
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
1482.3
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
1473.8
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
1472.8
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
1463.7
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
1461.8
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
1459.2
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
1456.3
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
1455.6
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
1452.7
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
1443.0
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
1440.1
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
1431.7
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
1418.1
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
1415.3
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
1414.9
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
1410.6
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
1410.2
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1409.0
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
1406.1
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
1401.7
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
1401.1
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
1400.7
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
1397.8
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
1397.1
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
1396.0
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
1390.6
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
1390.2
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
1390.1
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
1389.6
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
1379.0
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
1378.9
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
1378.0
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
1377.8
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
1376.9
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
1376.0
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
1372.5
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
1363.7
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
1356.7
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
1353.9
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
1353.1
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
1351.5
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
1351.3
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
1349.6
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1343.7
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
1342.0
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
1338.4
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
1335.7
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
1335.5
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
1327.8
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
1322.7
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
1321.3
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
1314.5
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
1310.0
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
1309.9
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
1300.3
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
1300.1
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
1299.8
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
1294.0
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
1293.5
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
1292.1
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
1291.9
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1291.0
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
1287.9
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
1286.6
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
1284.8
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
1281.7
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
1278.6
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
1277.1
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
1273.5
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
1272.4
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1271.9
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
1267.1
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
1259.9
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1255.7
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
1252.5
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
1252.4
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
1252.2
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
1250.4
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
1250.1
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
1246.9
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
1246.2
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
1245.4
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
1228.5
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
1228.5
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
1223.0
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
1222.5
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
1222.1
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
1212.0
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
1211.2
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
1211.1
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
1209.2
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
1208.7
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
1207.3
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
1206.8
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1206.0
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
1206.0
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1204.2
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
1194.8
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
1192.8
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
1191.7
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
1190.4
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
1188.9
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
1181.9
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
1177.6
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
1175.0
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
1173.9
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1171.8
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
1166.9
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
1163.4
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
1160.5
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1157.0
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
1155.4
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
1155.3
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
1154.8
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
1150.3
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
1149.5
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1145.4
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
1141.3
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
1138.3
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
1138.0
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
1137.1
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
1134.8
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
1134.6
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
1130.9
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
1122.2
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
1121.6
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1118.9
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
1118.7
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1118.5
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
1111.3
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
1108.3
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
1105.5
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
1100.3
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
1100.2
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
1100.1
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
1097.7
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1095.8
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
1094.8
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
1092.1
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1090.6
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
1085.3
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
1081.0
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
1078.0
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
1075.7
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
1070.9
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
1050.0
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
1046.8
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
1034.5
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
1030.5
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1027.0
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
1025.5
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
1012.7
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
1011.7
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
1008.0
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
1005.2
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
1003.5
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
1002.1
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
997.4
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
991.3
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
984.2
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
979.6
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
978.3
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
969.8
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
965.4
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
964.1
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
963.9
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
962.9
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
958.2
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
946.7
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
942.7
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
940.1
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
934.6
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
906.8
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
904.9
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
898.8
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
885.7
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
882.5
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
868.3
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
866.4
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
860.4
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
859.8
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
858.0
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
850.2
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
849.3
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
846.6
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
845.3
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
829.0
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
828.7
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
826.6
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
826.2
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
825.2
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
817.3
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
809.1
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
807.2
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
806.0
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
796.1
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
771.8
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
754.1
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
742.1
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
737.1
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
674.1
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
670.9
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
654.0
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
629.3
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
598.9
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
596.2
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
554.3
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
The Human Protein Atlas project is funded
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