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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.
TRIT1 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
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
TRIT1 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
96.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
6.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
5.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
5.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
5.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
4.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
4.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
4.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
4.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
4.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
TRIT1 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
11.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 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.
TRIT1 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
10.0
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
44.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
5.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
4.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
3.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.7
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
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
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_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
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_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
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_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
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
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
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
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
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
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
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
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
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
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
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_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
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
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
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
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
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
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
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
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
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
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
