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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.
USP37 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
2.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
USP37 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.5
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP37 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
2.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP37 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
66.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
