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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.
YES1 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
17.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
86.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
58.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
47.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
44.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
40.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
29.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 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.
YES1 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
27.8
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
81.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
78.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
74.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
72.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
68.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
67.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
65.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
58.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
58.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
57.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
53.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
52.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
50.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
49.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
48.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
48.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
47.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
45.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
45.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
44.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
44.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
42.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
41.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
40.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
39.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YES1 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
17.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
52.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
52.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
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.
YES1 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
26.2
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
77.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
60.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
59.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
57.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
50.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
50.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
46.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
46.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
37.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
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Normal
0.3
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Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
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Normal
0.3
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Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
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Normal
0.2
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Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
-0.1
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
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Normal
-0.1
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Tumor
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Normal
-0.1
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Tumor
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Normal
-0.1
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Normal
-0.1
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
-0.1
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
-0.2
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
