We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
HMBS 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
27.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
83.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
59.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
53.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
53.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
52.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
50.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
49.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
48.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
48.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
47.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
46.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
45.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
44.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
44.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
44.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
44.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
43.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
43.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
43.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
43.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
41.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
40.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
40.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
39.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
39.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
38.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
37.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
37.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
36.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
35.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
35.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
35.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
34.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
34.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
25.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
HMBS 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
15.6
Number of samples
486
Samples
Sample
Description
TPM
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMBS 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
25.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
63.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
50.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
49.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
47.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
41.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
35.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
34.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
33.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMBS 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
4.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.9
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.7
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.7
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.1
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
