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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.
NEPRO 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
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEPRO 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
12.9
Number of samples
486
Samples
Sample
Description
TPM
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
NEPRO 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
5.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
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.
NEPRO is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.6
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.3
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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.
The Human Protein Atlas project is funded
