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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GATA6 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
44.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
34.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GATA6 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
31.2
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
122.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
97.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
89.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
82.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
76.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
75.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
72.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
72.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
67.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
64.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
63.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
62.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
60.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
60.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
59.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
59.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
58.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
57.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
56.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
56.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
56.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
55.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
55.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
55.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
55.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
55.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
54.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
54.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
53.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
53.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
52.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
52.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
52.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
52.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
51.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
51.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
51.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
51.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
50.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
50.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
50.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
50.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
50.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
48.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
48.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
48.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
47.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
47.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
46.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
46.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
46.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
46.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
46.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
46.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
45.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
45.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
45.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
44.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
44.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
44.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
44.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
44.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
43.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
43.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
41.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
40.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
40.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
39.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
38.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
38.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
37.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
36.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GATA6 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.2
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.
GATA6 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
27.5
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
54.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
53.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
53.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
52.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
51.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
51.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
51.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
50.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
49.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
48.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
48.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
46.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
45.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
45.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
43.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
42.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
42.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
40.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
38.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
37.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
37.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
36.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
