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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.
MST1R 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
32.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
134.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
93.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
93.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
92.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
87.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
74.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
73.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
69.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
68.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
68.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
67.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
64.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
62.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
60.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
60.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
58.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
58.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
58.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
57.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
56.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
56.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
56.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
55.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
54.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
54.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
54.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
52.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
52.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
52.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
50.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
50.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
48.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
48.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
47.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
46.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
46.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
46.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
46.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
45.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
45.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
45.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
45.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
45.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
44.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
44.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
44.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
43.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
43.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
42.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
42.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
42.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
41.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
41.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
41.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
41.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
41.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
40.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
40.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
40.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
40.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
39.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
39.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
39.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
38.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
38.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
38.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
37.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
37.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
36.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
36.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
36.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
35.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 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.
MST1R 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
32.7
Number of samples
486
Samples
Sample
Description
TPM
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
86.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
84.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
84.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
81.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
75.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
73.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
68.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
67.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
65.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
64.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
63.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
63.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
62.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
61.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
61.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
59.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
58.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
58.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
57.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
57.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
57.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
57.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
56.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
56.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
56.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
56.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
56.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
55.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
55.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
55.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
54.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
54.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
53.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
53.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
52.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
52.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
51.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
51.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
51.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
51.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
51.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
50.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
50.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
50.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
50.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
49.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
49.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
49.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
49.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
48.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
48.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
48.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
48.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
48.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
47.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
47.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
47.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
46.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
46.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
46.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
46.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
46.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
46.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
46.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
46.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
46.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
45.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
45.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
45.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
45.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
45.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
45.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
44.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
44.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
44.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
44.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
43.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
43.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
43.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
43.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
43.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
43.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
42.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
42.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
42.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
42.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
41.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
41.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
41.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
41.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
41.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
40.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
39.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
39.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
37.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
36.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
36.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
MST1R 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
28.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
59.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
58.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
57.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
55.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
54.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
46.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
45.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
45.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
44.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
43.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
37.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
36.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
34.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
33.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
31.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
27.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
23.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 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.
MST1R 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
29.3
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
76.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
67.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
63.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
62.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
59.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
58.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
56.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
55.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
55.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
53.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
53.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
51.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
51.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
50.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
49.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
48.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
47.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
47.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
46.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
45.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
45.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
45.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
45.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
43.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
43.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
43.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
40.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
40.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
36.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
36.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
35.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
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Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.9
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
