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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.
DNAJC19 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
22.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
43.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
43.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
42.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
41.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
40.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
40.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
39.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
39.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
39.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
36.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
35.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
35.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
34.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
DNAJC19 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
DNAJC19 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
26.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
55.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
50.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
43.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
43.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
42.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
39.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
39.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
37.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
36.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
36.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
27.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
DNAJC19 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
12.9
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.1
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
