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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.
CYP2J2 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
19.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
99.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
72.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
63.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
57.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
54.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
49.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
45.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
43.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
42.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
36.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
36.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 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.
CYP2J2 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
77.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
52.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
51.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
49.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
46.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
46.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
43.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
43.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
5.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
5.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
4.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
4.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
3.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
2.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
2.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
CYP2J2 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
18.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
42.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 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.
CYP2J2 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
18.1
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
76.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
61.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
55.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
53.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
44.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
44.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
44.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
3.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
2.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
