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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.
BTBD6 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
32.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
66.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
64.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
62.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
59.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
58.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
57.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
57.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
56.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
54.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
54.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
53.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
53.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
52.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
52.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
52.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
51.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
51.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
50.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
50.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
49.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
48.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
48.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
48.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
48.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
48.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
47.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
47.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
46.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
45.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
44.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
44.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
44.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
43.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
43.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
43.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
42.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
42.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
41.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
41.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
41.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
41.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
39.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
39.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
38.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
38.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
38.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
38.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
37.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
37.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
37.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
36.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
36.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
36.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
36.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
36.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
36.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
34.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
34.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
34.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
34.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
33.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
32.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
32.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
BTBD6 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
20.2
Number of samples
486
Samples
Sample
Description
TPM
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
49.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
40.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BTBD6 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-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
75.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
65.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
58.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
51.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
51.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
46.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
46.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
45.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
43.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
41.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
41.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
38.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
38.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
38.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
38.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
37.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
37.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
32.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
BTBD6 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
16.7
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
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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
