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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.
METRNL 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
18.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
89.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
76.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
72.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
67.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
64.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
63.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
62.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
61.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
61.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
59.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
56.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
55.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
54.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
51.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
51.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
50.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
50.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
50.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
47.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
46.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
46.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
46.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
43.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
40.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
40.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
39.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
39.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
38.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
37.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
37.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
36.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
34.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
34.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
30.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
METRNL 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
19.1
Number of samples
486
Samples
Sample
Description
TPM
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
88.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
75.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
74.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
66.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
65.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
65.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
61.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
59.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
57.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
57.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
56.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
55.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
55.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
54.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
52.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
52.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
51.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
51.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
51.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
50.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
48.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
48.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
48.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
47.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
46.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
46.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
45.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
44.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
44.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
43.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
42.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
42.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
41.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
40.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
39.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
39.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
36.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
6.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
5.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
5.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
5.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
5.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
5.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
4.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
4.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
4.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
4.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
4.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
4.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
4.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
4.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
3.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
3.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
3.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
3.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
2.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
2.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
2.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
2.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
2.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
2.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
2.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
2.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
2.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
1.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
1.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
1.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 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.
METRNL 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
17.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
50.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
48.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
48.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
41.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
40.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
METRNL 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
15.8
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
125.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
62.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
56.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
49.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
48.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
46.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
45.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
40.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
36.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
33.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
5.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
5.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
4.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
4.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
4.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
3.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
3.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
3.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
3.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
3.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
3.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
2.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
2.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
2.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
2.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
2.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
1.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
1.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
1.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
1.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
0.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
