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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.
RB1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
49.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
44.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
44.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
31.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
28.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 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.
RB1 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
35.1
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
121.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
89.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
88.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
85.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
75.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
67.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
67.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
66.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
66.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
66.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
63.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
62.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
62.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
62.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
62.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
61.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
60.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
59.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
59.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
58.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
58.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
57.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
57.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
56.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
56.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
56.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
56.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
56.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
56.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
55.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
55.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
55.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
55.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
54.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
54.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
54.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
54.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
54.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
53.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
53.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
52.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
52.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
52.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
52.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
52.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
51.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
51.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
51.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
51.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
51.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
51.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
50.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
50.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
50.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
50.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
50.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
49.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
49.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
49.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
48.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
48.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
48.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
47.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
47.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
47.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
47.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
47.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
47.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
46.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
46.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
46.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
46.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
46.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
46.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
45.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
45.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
45.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
45.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
44.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
44.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
44.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
44.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
44.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
44.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
44.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
44.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
43.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
42.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
42.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
42.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
41.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
41.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
41.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
41.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
41.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
41.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
41.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
41.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
40.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
39.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
39.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
38.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
38.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
37.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
36.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
36.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
36.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
36.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
34.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
RB1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
36.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
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.
RB1 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
33.7
Number of samples
207
Samples
Sample
Description
TPM
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
92.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
72.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
72.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
62.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
62.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
61.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
60.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
60.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
59.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
54.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
53.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
53.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
52.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
52.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
52.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
52.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
51.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
51.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
50.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
50.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
49.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
49.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
47.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
47.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
46.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
46.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
45.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
45.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
44.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
44.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
44.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
43.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
43.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
43.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
42.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
42.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
41.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
41.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
39.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
36.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
34.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
33.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
29.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
1.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
1.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.8
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.8
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.8
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.9
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-1.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.0
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.3
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.