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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.
GPR108 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
26.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
65.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
61.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
56.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
46.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
45.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
43.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
42.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
42.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
41.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
41.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
39.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
39.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
36.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
36.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
33.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
31.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
GPR108 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
21.9
Number of samples
486
Samples
Sample
Description
TPM
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
43.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
42.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
GPR108 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
23.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
42.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
39.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.0
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.
GPR108 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.8
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
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
