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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.
TMCC1 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
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
52.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
49.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
47.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
40.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
39.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
37.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
36.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
TMCC1 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
22.7
Number of samples
486
Samples
Sample
Description
TPM
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
172.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
129.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
115.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
92.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
88.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
87.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
79.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
78.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
61.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
60.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
59.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
59.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
58.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
58.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
58.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
56.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
56.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
55.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
55.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
53.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
52.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
52.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
52.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
51.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
51.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
50.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
48.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
48.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
47.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
47.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
46.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
45.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
45.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
45.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
42.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
41.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
41.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.6
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.
TMCC1 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
13.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
58.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
52.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
43.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
42.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMCC1 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
75.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
61.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
61.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
57.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
54.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
51.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
51.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
49.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
48.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
46.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
44.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
44.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
42.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
42.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
40.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
40.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
38.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
29.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.1
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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
