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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.
GPBP1 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
35.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
82.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
63.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
62.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
61.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
56.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
55.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
55.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
55.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
50.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
50.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
50.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
50.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
50.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
49.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
48.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
48.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
48.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
48.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
48.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
48.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
47.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
47.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
46.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
46.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
46.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
45.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
45.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
44.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
44.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
43.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
43.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
43.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
43.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
43.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
42.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
41.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
41.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
41.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
40.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
40.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
40.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
40.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
40.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
40.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
40.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
39.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
39.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
39.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
39.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
39.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
38.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
38.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
38.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
38.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
37.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
37.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
37.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
37.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
37.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
37.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
37.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
37.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
37.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
36.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
35.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
34.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
34.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
34.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
33.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
33.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
32.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
32.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
32.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
32.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
32.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
31.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
31.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
31.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
30.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 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.
GPBP1 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
34.5
Number of samples
486
Samples
Sample
Description
TPM
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
60.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
59.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
54.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
53.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
52.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
51.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
51.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
51.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
49.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
48.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
48.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
48.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
48.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
47.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
46.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
45.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
45.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
45.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
45.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
45.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
44.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
44.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
44.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
44.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
44.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
44.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
44.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
43.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
43.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
43.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
42.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
42.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
42.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
41.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
41.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
41.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
41.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
41.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
41.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
40.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
40.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
40.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
39.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
39.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
39.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
39.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
38.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
38.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
35.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
33.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.5
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.
GPBP1 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
34.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
62.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
53.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
53.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
50.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
50.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
50.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
46.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
45.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
44.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
44.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
43.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
43.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
43.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
42.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
41.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
41.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
41.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
40.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
40.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
39.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
37.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
37.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
35.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
35.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
35.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
34.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
34.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
33.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.1
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.
GPBP1 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
31.4
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
55.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
52.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
50.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
48.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
41.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
40.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
38.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
35.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
35.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
35.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
35.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
34.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
33.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
