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.
KLF10 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
109.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
93.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
79.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
75.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
69.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
62.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
59.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
59.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
58.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
57.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
57.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
55.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
54.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
53.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
53.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
52.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
52.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
51.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
51.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
51.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
50.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
48.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
46.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
45.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
44.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
43.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
43.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
43.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
42.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
42.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
41.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
41.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
41.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
40.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
37.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
35.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
34.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 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.
KLF10 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
39.3
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
122.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
118.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
104.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
103.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
94.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
92.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
89.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
87.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
86.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
84.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
83.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
83.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
83.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
81.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
79.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
74.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
73.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
72.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
71.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
70.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
67.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
66.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
65.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
64.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
64.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
63.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
63.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
63.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
63.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
62.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
61.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
61.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
61.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
60.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
60.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
59.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
59.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
59.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
59.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
59.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
59.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
59.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
58.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
58.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
58.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
57.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
57.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
57.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
56.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
56.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
56.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
56.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
55.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
55.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
55.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
55.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
54.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
54.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
54.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
54.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
54.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
54.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
53.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
53.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
53.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
53.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
53.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
53.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
53.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
52.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
52.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
51.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
51.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
51.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
51.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
51.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
51.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
51.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
50.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
50.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
50.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
50.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
49.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
49.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
49.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
49.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
49.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
49.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
49.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
48.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
48.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
48.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
48.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
48.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
48.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
48.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
48.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
48.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
47.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
47.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
47.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
47.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
47.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
47.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
47.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
47.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
47.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
47.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
46.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
46.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
46.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
46.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
45.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
45.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
45.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
45.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
45.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
45.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
45.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
45.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
45.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
45.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
45.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
45.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
44.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
44.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
44.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
44.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
44.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
43.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
43.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
43.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
43.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
43.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
43.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
42.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
42.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
42.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
42.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
41.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
41.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
41.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
41.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
41.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
41.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
40.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
40.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
39.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
39.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
38.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
38.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
38.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
37.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
37.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
37.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
37.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
37.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
36.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
36.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
35.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
KLF10 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
29.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
105.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
79.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
66.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
64.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
63.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
58.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
57.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
54.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
52.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
51.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
46.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
45.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
42.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
41.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
40.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
39.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
35.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLF10 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
40.7
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
105.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
88.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
83.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
80.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
76.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
73.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
72.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
70.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
69.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
67.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
67.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
66.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
65.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
64.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
63.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
63.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
62.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
62.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
62.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
62.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
61.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
61.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
60.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
58.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
57.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
57.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
57.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
56.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
56.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
55.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
55.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
54.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
54.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
53.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
52.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
52.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
51.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
51.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
51.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
51.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
51.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
51.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
50.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
50.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
49.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
49.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
49.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
49.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
49.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
49.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
49.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
48.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
48.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
48.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
48.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
48.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
47.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
47.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
47.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
47.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
46.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
46.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
45.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
45.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
45.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
45.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
45.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
45.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
45.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
45.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
44.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
44.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
44.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
44.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
43.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
43.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
43.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
42.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
42.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
42.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
42.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
42.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
42.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
41.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
41.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
41.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
40.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
40.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
39.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
38.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
38.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
38.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
37.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
36.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
34.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
33.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
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.
The Human Protein Atlas project is funded
