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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.
UBAC1 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
27.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
54.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
47.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
44.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
43.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
42.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
41.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
39.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
39.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
39.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
38.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
37.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
37.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
37.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
35.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
35.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
32.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
32.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
32.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
32.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
31.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
28.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
UBAC1 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
24.1
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
68.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
50.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
49.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
41.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
40.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
39.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBAC1 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
26.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
51.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
50.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
50.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
48.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
48.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
39.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
35.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
UBAC1 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
20.6
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
29.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
1.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
1.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.8
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.9
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.3
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
