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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.
CSTF2 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
20.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
72.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
56.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
54.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
52.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
51.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
51.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
50.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
46.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
36.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
CSTF2 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
22.1
Number of samples
486
Samples
Sample
Description
TPM
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
99.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
71.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
64.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
63.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
56.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
51.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
50.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
50.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
46.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
45.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
44.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
42.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
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.
CSTF2 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
18.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
49.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
44.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CSTF2 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
19.2
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.1
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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
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.