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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.
TNKS 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
5.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
TNKS 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
16.2
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.8
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.
TNKS 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
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.
TNKS is potential prognostic, high expression is favorable 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
14.5
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.8
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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
