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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.
MTARC1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
54.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
53.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
53.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
50.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
48.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
41.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
41.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
40.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
40.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
39.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
35.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
35.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
32.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 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.
MTARC1 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
61.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
59.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
47.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
41.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
40.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
37.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
5.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
5.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
5.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
4.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
4.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
4.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
4.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
4.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
4.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
3.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
3.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
3.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
3.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
3.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
3.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
3.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
3.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
2.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
2.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
2.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MTARC1 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
15.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
50.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
49.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
39.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
35.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTARC1 is potential prognostic, high expression is unfavorable 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
12.5
Number of samples
207
Samples
Sample
Description
TPM
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
4.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
4.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
4.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
3.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
3.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
3.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
3.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
2.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
2.0
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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
