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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.
DNAJC5 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
20.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
66.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
58.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
54.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
54.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
52.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
49.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
46.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
44.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
43.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
42.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
41.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
41.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
40.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
39.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
37.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
36.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
33.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
DNAJC5 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
26.5
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
161.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
80.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
72.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
72.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
67.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
67.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
66.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
62.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
61.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
59.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
58.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
58.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
57.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
56.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
55.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
52.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
51.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
51.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
49.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
49.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
48.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
47.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
46.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
44.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
43.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
41.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
40.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
39.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
38.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
37.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
36.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
DNAJC5 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
21.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
55.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
53.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
44.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
43.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
42.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
32.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
31.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNAJC5 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
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
73.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
71.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
58.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
52.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
50.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
49.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
48.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
47.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
46.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
45.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
45.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
45.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
45.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
44.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
38.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
38.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
37.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
35.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
32.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.0
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
