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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.
RSRC2 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
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 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.
RSRC2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
57.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
43.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
6.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
5.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
3.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RSRC2 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
12.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
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.
RSRC2 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
6.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
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Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
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Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
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Normal
0.3
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Tumor
0.3
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Normal
0.3
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Tumor
0.3
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Normal
0.3
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
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Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
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Tumor
0.0
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Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
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Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
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Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
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Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.1
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
