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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.
ACBD3 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
22.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
49.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
48.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
48.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
45.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
44.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
43.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
43.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
41.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
41.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
39.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
39.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
29.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
27.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
ACBD3 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
37.6
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
98.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
90.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
87.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
74.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
70.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
70.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
69.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
68.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
67.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
66.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
63.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
61.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
61.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
61.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
61.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
60.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
59.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
59.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
59.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
59.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
58.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
58.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
58.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
57.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
57.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
57.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
57.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
57.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
57.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
56.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
56.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
56.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
56.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
56.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
55.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
55.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
55.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
54.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
54.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
54.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
54.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
53.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
52.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
52.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
52.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
52.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
51.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
51.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
51.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
51.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
51.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
50.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
50.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
49.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
49.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
49.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
49.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
49.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
49.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
48.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
48.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
47.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
47.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
47.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
46.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
46.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
46.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
46.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
46.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
46.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
46.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
45.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
45.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
45.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
45.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
45.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
45.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
44.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
44.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
44.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
44.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
44.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
43.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
43.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
43.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
43.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
43.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
42.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
42.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
42.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
42.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
42.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
41.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
41.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
40.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
40.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
40.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
39.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
38.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
37.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
36.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
36.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
35.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.9
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.
ACBD3 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
24.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
73.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
50.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
43.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
41.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
36.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.7
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.
ACBD3 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
36.1
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
93.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
74.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
72.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
71.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
68.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
66.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
66.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
63.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
57.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
55.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
53.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
51.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
51.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
49.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
48.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
47.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
47.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
46.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
46.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
45.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
45.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
45.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
44.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
44.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
43.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
43.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
42.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
42.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
42.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
40.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
39.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
39.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
38.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
37.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
37.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
36.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
36.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
36.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
35.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
34.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
33.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
31.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
31.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
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Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
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Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
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Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
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Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
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Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
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.