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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.
CSTF1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CSTF1 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
19.9
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
58.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
50.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
43.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
42.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CSTF1 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
12.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
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.
CSTF1 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
57.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
51.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
50.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
49.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
38.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
