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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.
DNAJC10 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
17.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
69.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
60.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
49.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
48.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
44.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
44.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
36.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
28.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
DNAJC10 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
28.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
137.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
76.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
73.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
71.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
62.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
57.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
56.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
54.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
53.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
52.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
52.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
50.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
49.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
49.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
49.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
48.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
48.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
46.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
46.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
46.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
45.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
45.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
45.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
44.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
44.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
42.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
42.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
40.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
40.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
40.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
39.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
39.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
36.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNAJC10 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
17.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
61.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
DNAJC10 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
27.2
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
77.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
75.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
63.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
52.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
51.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
49.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
45.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
44.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
44.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
40.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
37.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
32.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
1.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.9
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-1.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.4
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
