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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.
TCF7 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
24.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
123.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
87.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
76.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
66.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
65.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
62.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
58.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
58.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
58.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
54.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
51.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
51.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
50.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
49.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
49.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
49.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
48.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
48.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
47.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
47.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
46.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
46.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
46.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
44.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
43.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
42.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
40.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
39.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
39.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
38.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
37.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
36.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
36.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
35.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
30.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
TCF7 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.3
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
58.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
57.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
57.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
57.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
52.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
50.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
49.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
47.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
43.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
41.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
39.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
37.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
36.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
4.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
4.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
4.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
3.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
2.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
2.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
2.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
1.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
TCF7 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
82.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
78.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
66.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
61.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
61.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
59.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
55.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
54.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
53.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
50.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
50.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
49.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
47.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
46.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
45.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
44.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
43.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
42.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
41.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
39.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
37.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
34.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
31.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
25.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCF7 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
63.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
52.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
50.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
46.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
46.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
44.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
44.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
37.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.0
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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
