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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.
URM1 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
27.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
53.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
47.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
45.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
45.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
42.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
42.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
42.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
42.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
41.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
40.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
40.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
39.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
38.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
38.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
34.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
34.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
33.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
31.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
31.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
31.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
31.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
29.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 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.
URM1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
486
Samples
Sample
Description
TPM
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
URM1 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
29.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
82.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
54.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
51.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
48.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
45.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
45.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
43.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
43.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
38.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
35.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
34.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
32.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
28.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
URM1 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
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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
