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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.
TFDP2 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
18.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
50.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
49.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
35.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 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.
TFDP2 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
45.7
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
145.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
137.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
120.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
119.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
101.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
95.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
94.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
93.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
88.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
86.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
83.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
83.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
83.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
83.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
81.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
81.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
81.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
80.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
79.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
78.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
77.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
77.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
77.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
76.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
76.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
76.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
76.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
76.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
75.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
75.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
75.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
74.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
74.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
73.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
73.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
72.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
72.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
72.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
71.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
71.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
70.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
70.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
70.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
69.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
69.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
69.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
68.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
68.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
68.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
68.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
68.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
68.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
67.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
67.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
67.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
66.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
66.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
66.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
66.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
65.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
64.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
64.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
64.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
64.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
64.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
63.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
63.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
63.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
63.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
63.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
62.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
62.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
62.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
62.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
61.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
61.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
61.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
61.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
61.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
61.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
61.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
61.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
61.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
61.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
60.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
60.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
60.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
59.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
59.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
59.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
59.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
59.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
59.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
59.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
59.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
58.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
58.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
58.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
58.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
58.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
58.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
58.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
58.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
57.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
57.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
57.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
57.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
57.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
56.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
56.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
56.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
56.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
55.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
55.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
55.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
55.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
55.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
55.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
55.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
55.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
55.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
55.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
55.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
54.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
54.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
54.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
54.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
54.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
54.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
54.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
54.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
53.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
53.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
53.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
53.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
52.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
52.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
52.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
52.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
52.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
52.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
52.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
52.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
51.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
51.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
51.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
51.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
51.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
51.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
50.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
50.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
50.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
50.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
50.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
50.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
49.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
49.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
49.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
49.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
49.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
49.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
49.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
49.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
49.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
49.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
48.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
48.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
48.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
48.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
48.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
48.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
48.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
48.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
48.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
47.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
47.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
47.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
47.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
47.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
47.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
46.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
46.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
46.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
46.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
46.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
45.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
45.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
45.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
45.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
45.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
45.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
45.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
45.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
45.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
45.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
44.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
44.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
44.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
44.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
44.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
44.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
44.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
44.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
44.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
44.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
44.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
44.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
44.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
44.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
44.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
43.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
43.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
43.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
43.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
42.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
42.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
42.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
42.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
42.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
42.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
41.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
41.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
41.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
41.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
41.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
41.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
41.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
41.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
40.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
40.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
40.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
40.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
40.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
40.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
40.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
40.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
39.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
39.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
39.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
39.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
39.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
38.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
38.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
37.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
36.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
36.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
35.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
35.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
34.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
32.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
29.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.9
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.
TFDP2 is potential prognostic, high expression is favorable 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
18.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
37.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
17.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TFDP2 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
44.8
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
86.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
81.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
81.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
74.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
73.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
73.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
73.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
73.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
72.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
71.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
69.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
68.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
68.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
68.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
67.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
67.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
67.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
66.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
65.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
64.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
63.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
62.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
62.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
62.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
61.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
61.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
61.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
61.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
60.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
60.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
59.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
59.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
59.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
59.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
59.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
58.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
58.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
57.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
57.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
57.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
57.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
57.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
57.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
56.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
56.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
56.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
56.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
56.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
54.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
54.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
53.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
53.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
53.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
53.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
53.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
53.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
52.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
52.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
52.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
51.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
51.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
51.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
51.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
50.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
50.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
50.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
49.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
49.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
49.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
49.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
49.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
48.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
48.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
47.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
47.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
47.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
47.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
46.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
46.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
46.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
46.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
46.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
45.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
45.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
45.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
45.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
44.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
44.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
44.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
44.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
44.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
43.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
42.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
41.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
41.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
41.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
40.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
40.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
40.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
40.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
40.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
40.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
39.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
39.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
39.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
39.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
38.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
38.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
38.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
38.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
38.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
37.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
37.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
36.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
36.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
34.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
34.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
