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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.
RB1CC1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
75.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
66.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
RB1CC1 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
23.8
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
65.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
64.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
58.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
54.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
53.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
52.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
50.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
44.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
42.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
42.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
41.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
39.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
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.
RB1CC1 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
13.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
59.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RB1CC1 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
24.2
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
66.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
50.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
47.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
45.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
42.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
42.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
40.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
40.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
33.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.