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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.
TIAL1 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
12.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 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.
TIAL1 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
33.0
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
73.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
58.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
52.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
50.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
49.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
48.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
48.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
46.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
46.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
46.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
45.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
45.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
45.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
45.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
44.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
43.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
43.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
43.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
42.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
42.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
42.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
42.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
41.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
41.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
40.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
40.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
40.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
40.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
39.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
39.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
38.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
38.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
37.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
37.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
36.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
36.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
36.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
35.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
35.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
35.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
35.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
35.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
TIAL1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.6
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.
TIAL1 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
31.7
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
56.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
56.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
55.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
55.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
47.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
44.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
44.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
42.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
41.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
40.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
40.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
39.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
39.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
39.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
38.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
38.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
37.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
37.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
36.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
29.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.1
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Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
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Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
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Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
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Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
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Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
