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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.
RAB17 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
16.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
49.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
47.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
41.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
34.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
34.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
30.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
30.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 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.
RAB17 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
486
Samples
Sample
Description
TPM
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
5.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
5.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
5.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
4.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
4.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
4.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
4.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
4.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
4.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
4.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
4.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
4.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
4.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
3.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
3.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
3.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
3.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
2.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
2.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB17 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
17.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
71.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
37.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
25.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
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
13.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
RAB17 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
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
5.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
4.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
4.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
3.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
