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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.
MCRS1 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
40.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
79.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
72.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
69.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
67.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
64.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
64.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
62.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
62.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
61.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
60.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
60.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
60.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
60.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
59.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
59.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
59.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
59.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
58.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
58.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
57.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
57.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
56.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
56.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
56.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
55.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
53.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
53.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
53.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
53.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
52.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
52.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
52.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
52.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
52.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
50.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
50.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
50.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
50.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
50.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
50.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
50.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
49.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
49.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
49.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
49.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
49.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
49.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
49.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
49.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
48.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
48.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
47.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
47.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
47.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
47.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
47.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
47.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
46.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
46.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
46.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
46.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
46.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
45.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
45.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
45.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
44.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
44.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
44.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
43.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
43.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
43.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
43.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
43.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
43.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
43.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
43.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
43.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
43.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
42.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
42.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
42.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
42.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
41.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
41.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
41.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
41.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
41.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
41.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
41.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
40.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
40.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
40.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
40.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
40.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
40.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
40.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
40.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
39.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
39.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
39.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
39.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
39.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
39.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
39.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
38.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
38.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
38.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
38.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
38.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
38.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
38.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
37.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
37.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
37.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
37.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
37.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
37.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
36.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
36.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
34.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
33.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
33.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
32.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
30.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
28.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
26.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
MCRS1 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
22.5
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MCRS1 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
39.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
60.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
59.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
58.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
57.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
57.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
55.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
55.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
54.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
54.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
53.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
52.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
52.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
51.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
50.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
50.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
49.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
48.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
48.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
47.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
47.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
46.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
46.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
45.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
45.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
45.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
44.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
44.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
43.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
43.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
43.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
43.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
42.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
41.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
40.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
40.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
38.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
38.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
37.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
35.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
35.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
MCRS1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
42.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.2
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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
