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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.
MSH6 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
16.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
46.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
29.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 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.
MSH6 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
25.9
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
96.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
52.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
49.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
45.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
45.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
43.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
42.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
39.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
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.
MSH6 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
16.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.2
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.
MSH6 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
23.3
Number of samples
207
Samples
Sample
Description
TPM
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
40.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
37.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
1.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.9
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.9
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.9
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.5
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
