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COLORECTAL CANCER - Interactive survival scatter ploti
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
1952.1
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
7253.0
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
6532.6
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
6282.2
TCGA-AG-3878-01A
64 years, male, stage:i, alive, 30 days
5870.5
TCGA-AG-3726-01A
63 years, female, stage:i, alive, 243 days
5824.5
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
5552.6
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
5504.1
TCGA-AG-3727-01A
78 years, female, stage:iii, alive, 30 days
5455.8
TCGA-AG-3881-01A
83 years, female, stage:iia, alive, 579 days
5192.7
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
4995.9
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
4965.7
TCGA-AG-3885-01A
71 years, female, stage:iiib, alive, 546 days
4783.7
TCGA-AG-3728-01A
73 years, male, stage:iiib, alive, 912 days
4716.6
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
4536.4
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
4345.9
TCGA-AG-3883-01A
69 years, male, stage:i, alive, 31 days
4307.5
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
4144.9
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
4055.0
TCGA-AG-3882-01A
66 years, female, stage:i, alive, 608 days
3963.8
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
3869.4
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
3638.5
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
3494.5
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
3464.1
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
3403.7
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
3401.1
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
3320.5
TCGA-AG-3909-01A
69 years, female, stage:iiib, alive, 608 days
3299.3
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
3262.0
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
3190.5
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
3091.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
3087.8
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
3067.6
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
3046.2
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
3008.1
TCGA-AG-4007-01A
87 years, male, stage:iv, alive, 31 days
3002.0
TCGA-AG-A016-01A
55 years, male, stage:iv, alive, 276 days
3001.1
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
2997.8
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
2984.3
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
2932.7
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
2920.7
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
2833.0
TCGA-AG-3893-01A
74 years, male, stage:iiib, alive, 1065 days
2831.8
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
2828.3
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
2822.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
2781.6
TCGA-BM-6198-01A
73 years, male, white, stage:iiib, alive, 646 days
2779.2
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
2775.0
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
2773.8
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
2771.9
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
2771.5
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
2741.0
TCGA-F5-6464-01A
77 years, female, white, stage:iiic, dead, 303 days
2737.6
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
2731.7
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
2687.7
TCGA-AG-A026-01A
66 years, male, stage:ii, dead, 59 days
2674.1
TCGA-AF-3400-01A
54 years, male, white, stage:iia, alive, 1049 days
2666.7
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
2626.2
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia, dead, 1258 days
2624.3
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
2601.2
TCGA-AG-4001-01A
74 years, female, stage:iia, alive, 1096 days
2565.9
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
2565.2
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
2562.8
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
2557.9
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
2557.1
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
2553.2
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
2553.0
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
2547.1
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
2540.8
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
2530.1
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
2518.0
TCGA-AG-A014-01A
86 years, male, stage:i, alive, 485 days
2501.1
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
2492.1
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
2490.9
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
2489.3
TCGA-DT-5265-01A
51 years, male, asian, stage:ii, alive, 384 days
2487.1
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
2477.3
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
2471.5
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
2465.9
TCGA-F5-6702-01A
71 years, male, white, stage:iva, alive, 869 days
2463.2
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
2459.5
TCGA-AG-3600-01A
62 years, male, stage:iiic, alive, 184 days
2455.3
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
2451.9
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
2433.2
TCGA-AG-3612-01A
55 years, female, stage:iiib, alive, 608 days
2429.6
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv, dead, 316 days
2419.1
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
2418.9
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
2416.3
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
2415.1
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
2412.6
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
2403.6
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
2400.0
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
2399.6
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
2399.0
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
2397.5
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
2393.3
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
2384.4
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
2383.1
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
2368.7
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
2365.4
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
2363.5
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
2359.4
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
2349.9
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
2345.4
TCGA-AG-3901-01A
67 years, female, stage:iiib, alive, 761 days
2344.9
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
2334.3
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
2331.0
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
2327.6
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
2326.2
TCGA-EI-6511-01A
52 years, male, white, stage:iiib, alive, 482 days
2324.6
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
2321.2
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
2320.1
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
2317.5
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
2317.3
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
2313.0
TCGA-AG-A020-01A
57 years, female, stage:iii, alive, 31 days
2311.8
TCGA-DC-6155-01A
31 years, female, white, stage:iiia, alive, 425 days
2310.5
TCGA-AG-A00H-01A
75 years, male, stage:iia, alive, 790 days
2310.0
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
2306.0
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
2301.1
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
2300.6
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
2292.7
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
2289.6
TCGA-AG-3896-01A
85 years, female, stage:i, alive, 31 days
2281.7
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
2281.1
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
2276.9
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
2276.1
TCGA-AG-A025-01A
62 years, female, stage:i, alive, 1520 days
2273.6
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
2263.8
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
2251.1
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
2247.4
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
2244.3
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
2242.2
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
2241.2
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
2237.1
TCGA-EF-5831-01A
72 years, male, white, stage:iia, alive, 127 days
2233.0
TCGA-AG-3592-01A
68 years, male, stage:iia, alive, 1035 days
2232.9
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
2224.8
TCGA-AG-A01N-01A
68 years, female, stage:iv, alive, 943 days
2217.4
TCGA-AF-3911-01A
48 years, male, white, stage:iiic, alive, 1148 days
2211.1
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
2209.7
TCGA-AG-A01J-01A
59 years, female, stage:iia, alive, 31 days
2204.4
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
2202.2
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
2180.1
TCGA-AH-6643-01A
50 years, male, white, stage:iiic, dead, 1314 days
2179.4
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
2178.5
TCGA-AG-3599-01A
70 years, male, stage:i, alive, 366 days
2176.5
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
2172.5
TCGA-AG-A032-01A
68 years, male, stage:iiib, alive, 1157 days
2170.4
TCGA-AG-A023-01A
62 years, female, stage:iv, dead, 1581 days
2169.5
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
2168.5
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
2160.0
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
2151.3
TCGA-AH-6544-01A
60 years, male, white, alive, 1173 days
2149.3
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
2145.1
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
2143.6
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
2143.5
TCGA-AG-A02X-01A
77 years, male, stage:i, alive, 1247 days
2139.4
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
2137.2
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
2135.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
2134.5
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
2133.1
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
2130.0
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
2129.8
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
2128.9
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
2126.1
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
2121.0
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
2113.0
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
2109.6
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
2106.8
TCGA-AG-3892-01A
57 years, female, stage:i, alive, 396 days
2103.4
TCGA-DC-6681-01A
70 years, female, white, stage:iva, alive, 790 days
2103.0
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
2101.9
TCGA-AG-4005-01A
64 years, male, stage:iv, alive, 427 days
2100.5
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
2099.2
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
2090.1
TCGA-AF-2692-01A
54 years, female, white, stage:iia, alive, 412 days
2086.1
TCGA-EI-7004-01A
37 years, female, white, alive, 257 days
2083.4
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
2081.4
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
2080.3
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia, dead, 992 days
2076.9
TCGA-F5-6813-01A
70 years, male, white, stage:iiic, dead, 598 days
2075.5
TCGA-AH-6644-01A
73 years, male, white, alive, 838 days
2069.8
TCGA-AG-3584-01A
60 years, male, stage:iv, dead, 730 days
2066.0
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
2063.5
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
2058.4
TCGA-AA-3977-01A
65 years, male, alive, 761 days
2058.1
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
2055.9
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
2053.8
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
2052.8
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
2052.8
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
2048.0
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
2047.2
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
2045.0
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
2043.9
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
2042.5
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
2040.5
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
2035.7
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
2034.6
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
2034.2
TCGA-DC-6158-01A
70 years, male, white, stage:i, dead, 334 days
2032.9
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
2026.6
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
2025.9
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
2025.8
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
2022.5
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
2021.8
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
2020.2
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
2017.1
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
2001.4
TCGA-CI-6623-01B
44 years, male, white, stage:i, alive, 1443 days
1999.5
TCGA-AF-2690-01A
77 years, female, white, stage:iiic, dead, 524 days
1997.6
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
1994.5
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
1992.5
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
1990.5
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
1990.0
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
1984.0
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
1983.0
TCGA-EI-6512-01A
64 years, female, white, stage:iiib, alive, 538 days
1980.4
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
1980.2
TCGA-AG-4022-01A
59 years, female, stage:ii, alive, 1400 days
1975.3
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
1974.1
TCGA-CI-6620-01A
41 years, female, white, stage:iva, alive, 1009 days
1973.9
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
1970.5
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
1965.3
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
1952.6
TCGA-AG-3581-01A
63 years, male, stage:i, alive, 215 days
1952.2
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
1949.2
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
1949.2
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
1947.4
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
1943.4
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
1939.0
TCGA-DC-5337-01A
69 years, male, white, stage:i, alive, 792 days
1937.6
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
1937.3
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
1935.6
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
1935.2
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
1934.1
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
1931.7
TCGA-AG-A00Y-01A
68 years, male, stage:iia, alive, 700 days
1929.7
TCGA-F5-6811-01A
72 years, female, white, stage:iia, alive, 979 days
1928.7
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1924.2
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
1924.2
TCGA-AG-3887-01A
68 years, male, stage:iia, alive, 1124 days
1921.4
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
1919.2
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
1918.6
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
1917.3
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
1913.6
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
1913.5
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
1912.9
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
1906.9
TCGA-AG-A015-01A
64 years, female, stage:i, alive, 1096 days
1904.1
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
1901.1
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic, dead, 734 days
1900.8
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
1899.4
TCGA-CL-5918-01A
90 years, female, white, stage:iia, alive, 218 days
1898.7
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
1898.7
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
1897.4
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1896.5
TCGA-AG-3587-01A
65 years, male, stage:i, alive, 1400 days
1893.2
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
1888.7
TCGA-AG-3582-01A
75 years, male, stage:iv, dead, 1096 days
1887.7
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
1887.2
TCGA-F5-6812-01A
67 years, male, white, stage:iia, alive, 1110 days
1885.1
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
1882.5
TCGA-AF-2687-01A
57 years, male, white, stage:iiic, alive, 1427 days
1880.8
TCGA-AG-3594-01A
77 years, male, stage:iia, dead, 61 days
1880.3
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
1879.8
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
1878.3
TCGA-AG-A036-01A
71 years, male, stage:iii, alive, 3562 days
1867.9
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia, alive, 360 days
1867.2
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
1864.3
TCGA-CI-6624-01C
53 years, female, white, stage:i, alive, 1466 days
1859.7
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
1859.2
TCGA-DC-6154-01A
57 years, female, white, stage:iva, alive, 365 days
1858.4
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
1857.1
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
1857.0
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1855.7
TCGA-EI-6513-01A
59 years, male, white, stage:iiib, alive, 497 days
1854.4
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
1852.2
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
1849.6
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
1847.8
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
1844.4
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
1842.1
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
1841.3
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia, alive, 3932 days
1840.8
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
1840.5
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
1837.9
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
1837.1
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
1836.2
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
1832.7
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
1832.2
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
1825.5
TCGA-AG-3583-01A
66 years, male, stage:iv, dead, 610 days
1825.0
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
1824.8
TCGA-AG-3725-01A
90 years, female, stage:iii, alive, 638 days
1823.0
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
1822.7
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
1817.0
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
1815.6
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
1813.5
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
1811.7
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
1808.5
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1808.2
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
1803.2
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
1803.1
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
1803.0
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
1799.7
TCGA-EI-6508-01A
48 years, female, white, stage:iiib, alive, 636 days
1796.1
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1790.7
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
1789.6
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
1788.6
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
1786.2
TCGA-AG-3575-01A
51 years, male, stage:ii, alive, 365 days
1785.6
TCGA-AG-3609-01A
65 years, female, stage:iiic, alive, 608 days
1780.3
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
1780.0
TCGA-AG-3608-01A
79 years, female, stage:iia, alive, 485 days
1779.1
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
1775.7
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
1772.3
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
1772.3
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
1765.2
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
1765.2
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
1763.9
TCGA-AG-3999-01A
61 years, female, stage:iiic, alive, 853 days
1759.7
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
1759.4
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
1757.6
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1757.3
TCGA-DC-4749-01A
57 years, male, white, stage:i, alive, 762 days
1756.7
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
1756.3
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
1754.4
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
1754.2
TCGA-AG-3898-01A
61 years, male, stage:iia, alive, 1461 days
1753.9
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
1752.6
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
1749.3
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
1747.3
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
1745.5
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
1743.8
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
1738.2
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
1736.6
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
1731.0
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
1730.3
TCGA-AF-6136-01A
72 years, female, white, stage:iiib, alive, 741 days
1729.1
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
1727.3
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
1725.1
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
1722.6
TCGA-AH-6547-01A
79 years, female, white, dead, 76 days
1716.3
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
1716.1
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1715.8
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
1715.2
TCGA-AG-A00C-01A
49 years, female, stage:iiib, alive, 183 days
1714.3
TCGA-F5-6863-01A
71 years, female, white, stage:iiib, dead, 361 days
1713.2
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
1711.8
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
1711.3
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
1709.2
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
1708.4
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
1706.6
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
1701.6
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
1698.1
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
1697.6
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
1694.5
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
1688.7
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
1688.3
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
1687.4
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
1685.6
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
1685.3
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
1685.2
TCGA-DC-4745-01A
49 years, female, white, stage:iiib, alive, 639 days
1684.1
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1683.2
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib, alive, 943 days
1683.1
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
1680.0
TCGA-AG-3890-01A
62 years, male, stage:i, alive, 518 days
1679.8
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1672.4
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
1668.3
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
1666.7
TCGA-DC-6683-01A
43 years, male, white, stage:iiib, alive, 762 days
1666.1
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
1664.3
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
1661.3
TCGA-F5-6861-01A
60 years, female, white, stage:iia, alive, 1160 days
1659.1
TCGA-F5-6465-01A
64 years, female, white, stage:iia, alive, 1506 days
1658.5
TCGA-CL-5917-01A
71 years, female, white, stage:iiic, alive, 2376 days
1657.4
TCGA-F5-6814-01A
57 years, male, white, stage:iia, alive, 1131 days
1653.2
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
1653.2
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
1652.9
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
1652.8
TCGA-EI-6506-01A
78 years, female, white, stage:iia, alive, 625 days
1647.7
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
1647.0
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
1642.7
TCGA-EI-6514-01A
59 years, female, white, stage:iia, alive, 496 days
1641.1
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
1636.4
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
1636.3
TCGA-DC-6156-01A
62 years, male, white, stage:iva, alive, 943 days
1636.1
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
1635.9
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
1634.5
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
1630.8
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
1630.5
TCGA-AG-3586-01A
72 years, female, stage:iii, alive, 31 days
1625.0
TCGA-AF-6655-01A
66 years, male, white, stage:iiia, alive, 609 days
1622.8
TCGA-AG-3574-01A
89 years, female, stage:ii, dead, 1096 days
1622.5
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
1621.9
TCGA-CI-6622-01A
74 years, male, white, stage:iib, alive, 1362 days
1621.0
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
1617.9
TCGA-DC-6160-01A
68 years, male, white, stage:i, alive, 1339 days
1616.8
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
1615.5
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
1615.1
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
1610.4
TCGA-AG-4008-01A
63 years, male, stage:iia, alive, 518 days
1609.8
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
1609.0
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
1607.7
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
1607.1
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
1605.3
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1604.5
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
1601.9
TCGA-AF-2691-01A
48 years, female, white, stage:i, alive, 1309 days
1600.2
TCGA-F5-6864-01A
74 years, female, white, stage:iiib, alive, 379 days
1598.3
TCGA-EI-6881-01A
60 years, male, white, stage:iiia, alive, 499 days
1593.7
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
1591.1
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
1587.8
TCGA-AG-3894-01A
65 years, male, stage:iia, alive, 426 days
1587.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
1585.2
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
1584.1
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva, dead, 1566 days
1582.8
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
1582.6
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
1582.2
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
1578.9
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
1570.6
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
1568.4
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
1566.9
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
1564.7
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
1564.1
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
1556.4
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
1555.0
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
1552.1
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
1550.3
TCGA-AG-4021-01A
84 years, female, stage:iv, dead, 121 days
1547.5
TCGA-CL-4957-01A
79 years, female, dead, 425 days
1544.5
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
1544.2
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
1543.8
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1540.8
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1535.1
TCGA-AF-2693-01A
75 years, male, white, stage:i, alive, 1155 days
1532.7
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
1532.2
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
1531.4
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
1529.7
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
1524.1
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1517.4
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
1517.2
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
1517.2
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
1516.5
TCGA-AF-4110-01A
77 years, male, white, stage:iva, alive, 912 days
1510.7
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
1510.6
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
1509.8
TCGA-AG-A002-01A
35 years, male, stage:i, alive, 638 days
1509.2
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
1507.5
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
1506.9
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
1505.1
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
1503.5
TCGA-AG-3580-01A
67 years, male, stage:i, alive, 244 days
1502.9
TCGA-EI-6507-01A
60 years, male, white, stage:iia, alive, 607 days
1502.3
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib, dead, 1741 days
1499.3
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
1498.8
TCGA-G5-6233-01A
74 years, male, white, dead, 556 days
1498.7
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
1493.9
TCGA-G5-6235-01A
72 years, male, white, stage:iiib, alive, 1696 days
1493.3
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
1490.2
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia, alive, 2635 days
1488.6
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
1487.0
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
1484.9
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
1484.5
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
1483.3
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
1479.7
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
1477.4
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
1476.0
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
1475.8
TCGA-EF-5830-01A
54 years, male, white, stage:iib, alive, 106 days
1474.0
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1470.7
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
1463.8
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
1457.3
TCGA-EI-6509-01A
53 years, male, white, stage:iiic, alive, 517 days
1454.1
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
1451.4
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
1449.1
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
1447.5
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
1446.7
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
1443.0
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
1442.2
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
1442.0
TCGA-EI-6917-01A
33 years, male, white, stage:iiia, alive, 531 days
1435.3
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
1435.2
TCGA-AG-3605-01A
85 years, female, stage:iv, alive, 30 days
1435.1
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
1431.4
TCGA-EI-6884-01A
71 years, male, white, stage:iiia, alive, 328 days
1427.5
TCGA-AG-A008-01A
50 years, female, stage:i, alive, 424 days
1421.1
TCGA-AG-3731-01A
65 years, male, stage:iv, alive, 1126 days
1419.5
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
1419.4
TCGA-CI-6619-01B
41 years, male, white, stage:iv, alive, 184 days
1416.4
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
1412.5
TCGA-AG-3598-01A
69 years, male, stage:iia, alive, 1522 days
1411.2
TCGA-AG-3742-01A
85 years, female, stage:i, alive, 30 days
1408.3
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
1401.7
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
1401.6
TCGA-EI-6882-01A
59 years, male, white, stage:iia, alive, 262 days
1399.7
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
1395.5
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1391.8
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1386.3
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic, alive, 2007 days
1385.3
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1384.0
TCGA-AF-5654-01A
73 years, female, white, stage:i, dead, 512 days
1383.8
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
1382.6
TCGA-AG-A02G-01A
66 years, male, stage:iv, dead, 1185 days
1382.6
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
1381.9
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
1380.7
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
1380.3
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
1379.9
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1379.4
TCGA-CI-6621-01A
63 years, male, white, stage:iiib, alive, 419 days
1367.7
TCGA-AH-6897-01A
48 years, male, white, stage:i, alive, 804 days
1365.5
TCGA-AG-3593-01A
72 years, female, stage:iia, alive, 1035 days
1362.3
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
1356.8
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
1354.8
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
1354.3
TCGA-EI-6510-01A
77 years, female, white, alive, 556 days
1347.3
TCGA-AG-A02N-01A
67 years, male, stage:ii, alive, 1885 days
1343.4
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i, alive, 1581 days
1343.3
TCGA-AG-3902-01A
61 years, male, stage:iia, alive, 974 days
1338.7
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
1337.7
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
1336.0
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
1331.3
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
1330.2
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
1330.0
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
1327.6
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia, alive, 3846 days
1325.2
TCGA-G5-6641-01A
67 years, male, white, stage:iiia, alive, 804 days
1319.8
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
1318.6
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
1317.7
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
1310.3
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
1303.9
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
1299.0
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
1298.8
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
1297.8
TCGA-EI-6885-01A
57 years, female, white, stage:iv, alive, 415 days
1297.7
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
1292.5
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
1292.1
TCGA-AG-3578-01A
76 years, female, stage:iia, alive, 974 days
1290.1
TCGA-AH-6549-01A
66 years, male, white, alive, 532 days
1289.3
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
1289.2
TCGA-F5-6571-01A
62 years, female, white, stage:iia, alive, 1288 days
1289.0
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
1281.5
TCGA-AH-6903-01A
46 years, male, white, stage:iiib, alive, 592 days
1278.5
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
1276.6
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
1269.2
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
1266.8
TCGA-AG-3611-01A
72 years, male, stage:iia, alive, 424 days
1265.5
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
1259.4
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
1246.0
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
1235.9
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
1231.9
TCGA-AF-6672-01A
43 years, male, white, stage:iv, alive, 748 days
1231.3
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1225.8
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
1221.1
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
1218.6
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
1217.1
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
1212.5
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
1212.0
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
1208.4
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
1208.1
TCGA-AG-3591-01A
66 years, female, stage:iia, alive, 1035 days
1200.1
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
1199.3
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1199.1
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
1196.4
TCGA-AG-3732-01A
78 years, female, stage:i, alive, 1003 days
1195.3
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
1194.8
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1169.6
TCGA-EI-7002-01A
58 years, male, white, stage:iv, alive, 364 days
1157.3
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
1147.6
TCGA-G5-6572-01A
56 years, male, white, dead, 1432 days
1147.2
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
1127.2
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
1125.1
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
1122.7
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
1121.4
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
1118.0
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
1112.7
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
1100.1
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1075.0
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
1063.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
1047.6
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
1043.1
TCGA-DC-6682-01A
57 years, male, white, stage:iia, alive, 762 days
1042.7
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
1035.9
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
1030.3
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
1008.4
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
1004.7
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
984.1
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
980.1
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
962.5
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
937.5
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
935.3
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
884.5
TCGA-EI-6883-01A
63 years, male, white, stage:iic, alive, 350 days
883.6
TCGA-AG-A011-01A
80 years, male, stage:iia, alive, 1126 days
875.8
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
860.0
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
744.5
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
398.7
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COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.
The Human Protein Atlas project is funded
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