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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.
TBC1D8 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
TBC1D8 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
13.6
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
92.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
54.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
42.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
5.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
TBC1D8 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
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TBC1D8 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
