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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.
KRCC1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
68.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
65.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
61.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
61.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
59.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
58.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
57.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
55.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
54.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
54.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
54.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
52.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
52.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
51.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
51.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
51.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
51.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
50.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
49.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
49.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
48.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
48.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
47.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
47.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
46.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
45.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
44.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
43.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
43.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
43.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
42.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
42.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
41.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
40.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
40.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
40.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
40.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
39.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
39.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
39.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
39.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
39.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
38.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
38.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
38.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
38.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
38.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
38.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
37.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
36.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
36.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
35.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
33.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
33.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
31.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
31.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
31.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
30.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
27.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
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.
KRCC1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.6
Number of samples
486
Samples
Sample
Description
TPM
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
51.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
49.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
46.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
46.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
37.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
3.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
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.
KRCC1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
79.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
75.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
65.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
60.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
58.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
56.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
52.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
50.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
50.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
49.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
49.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
47.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
47.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
46.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
45.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
45.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
45.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
42.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
42.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
41.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
40.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
39.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
39.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
39.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
39.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
38.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
37.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
37.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
27.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
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.
KRCC1 is potential prognostic, high expression is unfavorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
46.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
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, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
