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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.
CLDND1 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
28.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
63.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
58.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
57.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
55.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
55.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
54.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
49.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
48.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
46.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
45.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
44.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
43.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
42.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
42.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
41.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
40.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
40.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
40.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
39.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
39.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
39.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
38.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
38.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
37.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
37.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
37.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
37.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
35.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
35.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
35.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
30.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
CLDND1 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
32.5
Number of samples
486
Samples
Sample
Description
TPM
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
74.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
64.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
61.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
61.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
58.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
58.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
56.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
54.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
53.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
51.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
51.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
50.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
50.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
50.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
49.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
49.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
48.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
48.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
47.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
46.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
45.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
45.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
44.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
44.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
44.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
44.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
43.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
42.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
42.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
41.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
41.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
41.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
41.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
40.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
39.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
39.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
39.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
38.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
38.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
38.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
35.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
34.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
33.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CLDND1 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
31.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
58.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
54.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
53.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
52.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
45.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
45.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
44.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
43.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
43.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
42.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
40.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
40.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
38.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
34.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
31.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CLDND1 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
30.0
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
55.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
53.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
49.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
46.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
45.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
44.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
43.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
43.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
42.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
41.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
40.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
39.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
38.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
34.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
32.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
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
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
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
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
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_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
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
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
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
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
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
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
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
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
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
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
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
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_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
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
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
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
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
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
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
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
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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
