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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.
GATC 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
13.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GATC 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
20.3
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GATC is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
GATC 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-1.1
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
