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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SDHAF1 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
15.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
39.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
SDHAF1 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
10.2
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
49.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SDHAF1 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
14.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
29.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 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.
SDHAF1 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
9.7
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
1.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
1.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
1.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
