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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.
NFAT5 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
1.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
1.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
1.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
1.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
NFAT5 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
20.3
Number of samples
486
Samples
Sample
Description
TPM
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
54.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
52.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
44.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
43.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
43.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
40.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
37.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
32.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NFAT5 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
1.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NFAT5 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
20.3
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
44.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
43.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
