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.
GMNN 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
34.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
211.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
105.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
91.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
78.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
78.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
76.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
68.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
68.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
65.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
64.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
63.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
60.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
59.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
56.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
56.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
56.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
55.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
55.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
55.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
55.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
54.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
54.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
54.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
53.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
52.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
52.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
52.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
51.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
51.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
50.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
50.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
50.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
50.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
49.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
49.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
49.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
48.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
48.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
48.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
47.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
46.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
46.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
46.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
45.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
45.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
45.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
44.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
44.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
43.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
43.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
43.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
43.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
43.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
43.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
43.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
43.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
42.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
42.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
42.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
42.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
42.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
40.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
40.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
40.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
40.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
40.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
40.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
39.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
39.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
38.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
38.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
37.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
36.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
35.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
33.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
33.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
32.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
31.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
31.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
GMNN 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
30.0
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
99.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
94.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
73.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
67.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
66.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
65.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
65.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
62.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
61.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
61.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
58.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
57.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
56.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
56.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
55.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
55.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
55.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
55.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
54.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
54.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
54.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
53.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
53.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
53.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
52.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
51.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
51.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
50.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
50.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
49.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
49.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
49.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
49.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
48.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
47.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
47.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
46.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
46.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
46.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
45.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
45.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
45.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
45.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
45.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
44.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
44.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
44.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
43.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
42.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
42.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
42.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
41.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
41.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
41.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
41.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
40.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
37.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
37.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
36.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.7
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.
GMNN is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
78.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
77.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
64.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
63.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
62.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
60.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
59.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
52.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
52.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
52.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
51.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
51.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
49.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
44.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
44.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
44.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
41.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
39.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
39.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
39.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
33.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
GMNN 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
24.8
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
66.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
56.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
52.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
51.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
50.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
47.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
47.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
45.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
45.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
44.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
44.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
41.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
36.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
