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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.
RPRD2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
RPRD2 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
33.1
Number of samples
486
Samples
Sample
Description
TPM
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
66.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
63.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
63.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
60.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
58.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
55.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
55.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
54.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
50.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
50.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
50.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
49.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
48.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
48.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
47.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
47.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
47.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
47.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
47.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
46.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
46.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
46.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
45.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
45.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
44.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
44.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
44.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
44.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
44.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
43.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
42.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
42.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
41.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
41.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
41.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
41.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
40.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
40.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
40.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
40.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
40.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
39.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
39.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
39.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
39.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
37.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
33.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
RPRD2 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
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
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.
RPRD2 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
31.0
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
68.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
57.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
51.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
50.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
49.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
49.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
47.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
46.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
38.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
36.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
33.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
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
