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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.
NDUFA4L2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
407.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
353.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
204.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
191.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
150.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
142.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
103.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
102.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
91.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
91.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
82.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
75.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
74.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
74.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
64.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
62.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
60.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
59.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
52.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
51.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
47.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
46.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
37.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFA4L2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
486
Samples
Sample
Description
TPM
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
266.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
154.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
103.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
86.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
80.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
79.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
70.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
62.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
59.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
59.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
58.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
55.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
51.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
47.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
45.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
45.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
44.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
44.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
42.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
6.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
6.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
5.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
5.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
5.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
5.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
5.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
5.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
5.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
5.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
4.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
4.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
4.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
4.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
4.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
4.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
4.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
4.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
4.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
4.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
4.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
4.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
4.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
4.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
4.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
4.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
3.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
3.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
3.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
3.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
3.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
3.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
3.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
3.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
3.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
3.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
3.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
3.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
3.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
3.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
2.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
2.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
2.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
2.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
2.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
2.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
2.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
2.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
2.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
2.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
1.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
1.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFA4L2 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
13.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
107.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
66.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
58.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
53.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
NDUFA4L2 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
10.5
Number of samples
207
Samples
Sample
Description
TPM
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
70.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
53.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
48.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
45.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
39.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
5.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
5.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
5.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
5.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
4.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
4.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
4.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
3.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
3.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
3.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
3.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
2.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
2.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
2.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
2.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
2.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
2.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
2.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
2.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
2.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
1.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.9
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
1.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.9
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
43192517-085e-450e-9481-0a6713_D3
Tumor
0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.7
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.2
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
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
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
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
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
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
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
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
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
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_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
a84149b1-8453-45f0-8400-d7b12f_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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
