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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.
TBX3 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
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
252.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
58.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
39.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 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.
TBX3 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
16.6
Number of samples
486
Samples
Sample
Description
TPM
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
97.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
91.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
84.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
78.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
78.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
78.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
76.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
70.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
56.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
54.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
53.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
51.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
49.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
45.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
43.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
39.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
39.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
36.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
6.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
5.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
5.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
5.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
5.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
4.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
4.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
4.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
4.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
4.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
4.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
3.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
3.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
3.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
3.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
3.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
2.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
2.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TBX3 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
8.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
44.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.9
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.
TBX3 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
16.7
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
116.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
70.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
63.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
59.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
57.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
54.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
53.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
52.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
52.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
45.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
43.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
36.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
6.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
5.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
4.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
4.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
3.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
3.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
3.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
3.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
3.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
2.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
2.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
1.8
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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.
The Human Protein Atlas project is funded
