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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.
RRP7A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
45.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
44.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
35.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
27.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 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.
RRP7A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
RRP7A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
90.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RRP7A 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
13.5
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
1.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.9
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-1.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-1.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
