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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.
OXR1 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
14.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
59.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
47.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
44.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
39.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
OXR1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.5
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
149.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
87.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
81.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
61.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
59.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
57.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
55.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
53.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
51.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
51.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
49.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
43.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
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.
OXR1 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
16.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
39.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
35.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
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.
OXR1 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
19.0
Number of samples
207
Samples
Sample
Description
TPM
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
52.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
41.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
41.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.7
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
