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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.
MTARC2 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
6.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
MTARC2 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
9.9
Number of samples
486
Samples
Sample
Description
TPM
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
6.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
5.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
5.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
5.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
5.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
5.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
5.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
5.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
5.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
5.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
4.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
4.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
4.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
4.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
4.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
4.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
4.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
4.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
3.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
3.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
3.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
3.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
3.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
3.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
3.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
3.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
3.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
2.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
2.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
2.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
2.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
1.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
1.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
1.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
1.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 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.
MTARC2 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
MTARC2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.3
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
5.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
5.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
5.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
5.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
4.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
4.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
4.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
4.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
4.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
4.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
4.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
3.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
3.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
3.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
3.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
3.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
2.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
2.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
2.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
2.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
2.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
1.4
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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
