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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.
TIMM10B 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
22.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
45.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
41.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
39.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
37.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
32.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
TIMM10B 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
28.7
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
115.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
65.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
59.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
53.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
51.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
50.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
50.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
48.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
46.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
43.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
43.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
41.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
41.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
38.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
38.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TIMM10B 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
23.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
54.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
50.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
45.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
44.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
38.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
35.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
34.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
33.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TIMM10B 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
30.4
Number of samples
207
Samples
Sample
Description
TPM
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
73.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
66.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
50.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
49.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
48.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
48.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
46.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
46.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
46.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
46.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
45.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
44.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
44.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
43.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
43.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
42.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
39.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
38.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
36.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
36.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-1.3
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
