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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.
ACBD6 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
30.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
65.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
65.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
59.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
59.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
56.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
55.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
53.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
52.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
49.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
48.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
48.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
48.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
47.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
46.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
46.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
45.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
45.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
44.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
42.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
42.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
42.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
42.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
41.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
41.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
41.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
40.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
40.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
39.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
38.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
38.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
37.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
37.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
36.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
36.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
36.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
36.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
35.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
35.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
35.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
34.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
33.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
32.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
32.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
32.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
31.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
29.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
28.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
28.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
ACBD6 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
20.6
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
42.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
35.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ACBD6 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
31.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
68.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
49.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
48.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
48.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
46.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
45.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
44.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
41.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
41.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
40.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
40.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
40.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
38.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
37.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
35.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
33.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ACBD6 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
58a92726-4d1f-4e44-8938-52b97d_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
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
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
963fc8db-f412-4427-a198-23f660_D2
Normal
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
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
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
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
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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
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
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
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
efee6bb9-69dd-46c2-85b3-b55962_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
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
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
43192517-085e-450e-9481-0a6713_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
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
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
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
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
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
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
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
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
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
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
