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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.
DNAJC13 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNAJC13 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
21.6
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNAJC13 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
7.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
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.
DNAJC13 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
20.1
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
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Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.0
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Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
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Tumor
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
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Normal
-0.1
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
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
