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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.
RABGGTB 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
38.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
91.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
88.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
79.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
76.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
72.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
69.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
68.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
66.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
66.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
63.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
62.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
62.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
62.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
61.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
61.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
61.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
60.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
60.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
60.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
59.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
59.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
58.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
58.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
57.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
57.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
57.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
57.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
55.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
55.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
55.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
54.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
53.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
53.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
53.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
53.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
52.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
52.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
51.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
51.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
51.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
51.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
50.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
49.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
48.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
47.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
47.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
47.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
47.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
47.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
47.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
47.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
47.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
47.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
46.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
46.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
46.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
45.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
45.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
45.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
44.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
44.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
44.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
44.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
44.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
44.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
44.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
43.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
43.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
43.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
43.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
43.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
43.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
43.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
43.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
43.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
42.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
42.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
41.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
41.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
41.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
41.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
40.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
40.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
40.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
40.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
39.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
39.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
39.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
39.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
39.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
39.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
38.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
38.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
37.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
37.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
37.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
37.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
37.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
37.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
35.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
35.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
35.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
34.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
34.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
33.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
33.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
32.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
32.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
31.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
31.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
31.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
28.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 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.
RABGGTB 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
11.1
Number of samples
486
Samples
Sample
Description
TPM
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
85.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
6.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
5.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
5.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
5.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
5.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
4.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
4.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
4.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
4.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
4.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
4.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
4.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
4.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
4.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
3.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
3.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
3.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
RABGGTB 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
39.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
90.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
79.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
72.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
70.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
68.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
68.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
66.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
61.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
60.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
60.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
58.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
56.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
54.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
53.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
53.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
52.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
52.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
51.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
47.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
47.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
46.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
44.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
43.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
43.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
42.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
42.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
42.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
42.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
42.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
41.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
40.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
38.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
38.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
37.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
37.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
34.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
32.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
RABGGTB is not prognostic 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
10.9
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
52.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
5.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
4.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
4.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
4.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
4.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
4.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
4.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
3.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
1.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
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Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_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
