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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.
PLEKHG6 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
28.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
113.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
92.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
72.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
69.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
68.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
67.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
61.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
60.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
57.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
55.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
54.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
52.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
51.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
50.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
50.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
50.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
50.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
50.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
50.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
49.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
49.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
48.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
48.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
48.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
47.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
46.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
45.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
44.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
44.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
44.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
44.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
44.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
43.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
43.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
42.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
41.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
41.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
41.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
40.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
39.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
38.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
38.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
38.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
38.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
38.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
38.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
37.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
36.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
35.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
35.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
34.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
32.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
28.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 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.
PLEKHG6 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
31.3
Number of samples
486
Samples
Sample
Description
TPM
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
93.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
83.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
82.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
80.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
74.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
71.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
71.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
70.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
69.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
65.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
65.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
64.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
64.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
63.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
63.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
62.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
61.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
61.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
60.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
60.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
60.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
59.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
59.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
58.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
58.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
57.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
57.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
56.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
55.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
54.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
54.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
54.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
53.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
53.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
53.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
53.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
53.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
51.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
51.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
51.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
51.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
51.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
51.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
51.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
50.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
50.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
50.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
49.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
49.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
49.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
49.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
48.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
48.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
48.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
48.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
48.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
47.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
47.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
47.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
47.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
47.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
47.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
47.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
46.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
46.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
46.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
46.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
46.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
46.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
45.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
45.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
45.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
44.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
44.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
44.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
44.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
44.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
44.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
43.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
43.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
43.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
43.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
42.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
42.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
42.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
42.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
42.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
41.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
41.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
40.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
40.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
40.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
39.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
39.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
38.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
38.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
38.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
37.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
37.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
37.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
36.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
36.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLEKHG6 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
78.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
61.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
56.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
51.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
51.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
47.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
44.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
43.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
43.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
43.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
42.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
42.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
38.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
38.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
37.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
37.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
36.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
36.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
34.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
34.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
31.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
29.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
PLEKHG6 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
34.1
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
90.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
80.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
70.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
67.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
66.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
63.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
62.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
61.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
58.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
57.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
56.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
56.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
56.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
55.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
54.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
53.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
52.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
52.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
52.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
51.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
51.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
51.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
50.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
48.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
48.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
48.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
47.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
46.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
45.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
45.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
44.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
44.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
43.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
43.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
42.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
42.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
42.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
42.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
42.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
41.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
41.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
41.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
41.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
39.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
39.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
38.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
38.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
38.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
38.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
38.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
36.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
