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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.
SDHAF3 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
25.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
91.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
76.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
61.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
61.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
59.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
59.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
58.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
57.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
56.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
54.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
54.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
52.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
52.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
51.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
49.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
49.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
49.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
48.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
44.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
43.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
43.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
41.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
41.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
40.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
39.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
38.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
35.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
34.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
31.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 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.
SDHAF3 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
14.5
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
4.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
4.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
4.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
3.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
3.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
3.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
2.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
2.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
2.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
1.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SDHAF3 is potential prognostic, high expression is favorable 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
25.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
77.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
59.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
58.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
54.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
49.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
48.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
48.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
43.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
43.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
40.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
40.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
40.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
34.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
32.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
SDHAF3 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 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
7.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
5.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
5.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
4.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
3.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
3.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
2.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
1.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
1.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.8
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-1.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-2.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-2.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-2.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-4.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
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
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
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
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
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
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_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
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
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
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
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
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
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
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
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
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
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
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
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
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
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
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
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
