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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.
TTI1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
37.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
TTI1 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
23.5
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
68.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
59.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
58.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
56.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
56.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
56.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
55.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
53.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
53.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
53.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
52.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
51.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
49.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
48.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
47.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
46.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
45.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
45.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
45.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
44.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
44.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
43.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
42.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
42.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
42.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
40.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
38.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
37.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
TTI1 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TTI1 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
25.8
Number of samples
207
Samples
Sample
Description
TPM
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
60.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
57.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
51.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
50.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
50.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
46.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
44.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
44.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
42.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
42.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
42.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
42.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
41.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
38.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
38.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
34.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
33.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
31.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
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
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
