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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.
RABGAP1 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
13.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
RABGAP1 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
23.9
Number of samples
486
Samples
Sample
Description
TPM
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
58.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
44.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
41.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
40.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
35.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
30.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
RABGAP1 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
14.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.6
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.
RABGAP1 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
24.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
44.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
40.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
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Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
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
