We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TAF6 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
35.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
92.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
85.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
69.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
67.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
61.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
59.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
59.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
58.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
56.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
55.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
55.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
54.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
54.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
53.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
53.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
51.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
51.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
50.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
50.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
49.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
49.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
49.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
49.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
49.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
48.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
48.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
48.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
48.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
48.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
48.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
47.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
47.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
47.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
46.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
46.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
46.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
45.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
45.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
44.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
44.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
44.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
43.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
43.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
43.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
43.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
42.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
42.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
42.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
42.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
42.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
41.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
41.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
41.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
41.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
41.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
41.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
41.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
40.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
40.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
40.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
39.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
39.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
39.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
38.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
38.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
38.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
38.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
38.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
37.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
37.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
37.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
36.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
36.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
36.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
36.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
35.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
35.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
34.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
34.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
33.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
32.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
32.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
31.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
30.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TAF6 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
37.3
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
81.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
74.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
71.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
70.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
70.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
64.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
64.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
64.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
63.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
63.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
63.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
62.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
62.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
61.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
61.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
60.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
60.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
59.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
59.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
57.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
57.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
56.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
56.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
55.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
55.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
55.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
55.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
55.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
55.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
54.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
53.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
53.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
53.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
52.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
52.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
52.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
52.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
51.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
51.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
51.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
50.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
50.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
50.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
50.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
50.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
50.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
50.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
50.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
50.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
49.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
49.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
49.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
49.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
49.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
48.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
48.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
48.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
48.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
48.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
48.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
48.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
48.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
48.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
48.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
47.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
47.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
47.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
47.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
47.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
47.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
46.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
45.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
45.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
45.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
45.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
45.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
45.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
45.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
44.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
44.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
44.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
44.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
43.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
43.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
43.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
43.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
43.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
43.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
42.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
42.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
42.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
42.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
42.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
41.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
41.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
41.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
41.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
40.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
40.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
39.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
39.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
39.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
39.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
39.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
39.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
38.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
38.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
36.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
36.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
35.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
35.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
34.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
29.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
TAF6 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
33.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
59.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
50.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
50.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
49.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
47.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
46.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
45.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
45.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
43.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
43.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
43.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
42.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
41.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
40.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
39.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
39.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
38.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
38.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
37.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
37.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
36.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
36.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
35.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
35.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
35.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
35.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
33.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
33.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
29.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
21.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.2
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.
TAF6 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
35.7
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
75.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
59.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
57.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
54.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
54.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
53.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
53.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
51.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
51.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
50.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
50.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
50.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
48.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
48.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
48.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
47.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
47.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
47.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
47.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
46.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
46.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
45.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
45.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
44.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
44.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
43.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
42.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
42.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
42.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
41.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
41.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
41.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
41.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
41.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
41.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
41.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
41.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
40.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
39.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
39.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
38.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
38.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
37.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
37.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
36.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
36.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
34.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
34.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
34.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
33.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
32.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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.
The Human Protein Atlas project is funded
