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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.
RBBP5 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBBP5 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
RBBP5 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
8.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
RBBP5 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
12.4
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
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Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
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Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
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Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
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Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
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
