We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SDHAF2 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
31.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
54.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
53.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
49.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
46.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
46.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
45.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
45.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
44.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
43.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
42.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
42.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
41.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
41.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
41.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
39.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
39.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
39.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
39.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
39.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
37.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
37.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
36.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
36.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
36.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
36.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
36.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
36.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
36.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
35.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
35.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
34.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
32.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
31.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
31.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
30.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
30.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
30.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
29.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 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.
SDHAF2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.0
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
42.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SDHAF2 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
30.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
55.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
53.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
47.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
46.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
44.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
41.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
41.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
40.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
39.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
36.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
36.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
33.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
33.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
32.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
30.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
SDHAF2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.6
Number of samples
207
Samples
Sample
Description
TPM
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.1
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
1.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.9
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
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
