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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.
TLDC2 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
14.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
59.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
52.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
43.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
40.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
39.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
36.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 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.
TLDC2 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
17.1
Number of samples
486
Samples
Sample
Description
TPM
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
62.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
54.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
53.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
50.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
45.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
41.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
5.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
4.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
3.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
2.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
2.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
2.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLDC2 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
54.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
39.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
32.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
TLDC2 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
17.7
Number of samples
207
Samples
Sample
Description
TPM
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
43.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
41.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
39.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
35.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
34.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
